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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: "Good for you" 1,080 comments · Page 16 of 44
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to …
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to anyone and everyone, regardless of their race, sexuality, gender. We're not like the mexicans of the usa where we come here illegally.WE COME HERELEGALLY, do legal jobs, and live peacefully. Do we have our fair share of problems? Yeah, sure. But that really doesnt overcome all the good that we do not only brampton but canada as a whole. If you wanna blame anyone, blame your government for letting in so many people, not us, we are simply ppl who are seeking a better life. Im a 18 year indian canadian teenager and im sorrounded by other indian canadian teenagers as well and we're all here to do good to the country and city, we're planning on becoming lawyers engineers, doctors, etc, yet yall think that we're here to destroy the country that we ourselves keep close to our heart. this video is racist, and nothing else.
Identity Attack0.36598656
Insult0.1640896
Profanity0.04065997
Threat0.00814271
Severe Toxicity0.012833111
Moderate 0.30452284 Constructive 0.791 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Now, we officially declare: the prime minister of Canada - Narendra Modi. I think it's a good idea for Indian people to run Canada instead of European descendents because Indians are not as aggressive as …
Now, we officially declare: the prime minister of Canada - Narendra Modi. I think it's a good idea for Indian people to run Canada instead of European descendents because Indians are not as aggressive as Europeans.
Identity Attack0.3817989
Insult0.16053712
Profanity0.023174755
Threat0.009100696
Severe Toxicity0.008392334
Moderate 0.30452284 Moderate Con 0.488 Humor_Satire
Oct 11, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
GOOD IDEA ALL GO THE F TO USA AND LEAVE CANADA
GOOD IDEA ALL GO THE F TO USA AND LEAVE CANADA
Identity Attack0.22859548
Insult0.14874944
Profanity0.12551236
Threat0.021300001
Severe Toxicity0.015092585
Moderate 0.30439767 Low Con 0.182
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada will never be as good as it was. Mass-immigration ruined Canada.
Canada will never be as good as it was. Mass-immigration ruined Canada.
Identity Attack0.30103904
Insult0.12159709
Profanity0.019143965
Threat0.013702838
Severe Toxicity0.0090408325
Moderate 0.30319387 Low Con 0.166
Jun 19, 2025 1 likes How Canada broke its immigration …
Good to see you calling it out; we live in a far left totalitarian society in Canada so they'll do nothing but ignore the problem and label everyone who reacts to the excessive immigration a …
Good to see you calling it out; we live in a far left totalitarian society in Canada so they'll do nothing but ignore the problem and label everyone who reacts to the excessive immigration a 'racist.' The UK has the same problem, anywhere under left wing leadership is funneling in Islam while scapegoating their own citizens for being angry about the lack of assimilation. If we went to India and tried to import our own culture, we'd be called racist and yet when they come here and do it, we're still called racist because we're expected to be subservient and accommodating.
Identity Attack0.2964622
Insult0.19734058
Profanity0.027000591
Threat0.01052473
Severe Toxicity0.008773804
Moderate 0.30136615 Constructive 0.67 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
1 answer 82500 as soon as you step foot in Canada. I get 1650 on a pension it was 2700 last year which was 35,000 well that's just too much,im white don't deserve it since …
1 answer 82500 as soon as you step foot in Canada. I get 1650 on a pension it was 2700 last year which was 35,000 well that's just too much,im white don't deserve it since we conquered natives give them money way more than a white Canadian,and the chiefs get half a million spread among buddies live off reserve still no clean water definitely no oversight by government. I get taxed to pay immigrants welfare they do not get taxed and are practicing sharia law. Wife says partner left she has 4 to 6 kids 1800 a month per kid plus welfare benefits x 4 wives plus the husband collects on his own and the younger immigrants work shitty jobs while white kids can't get a summer job. The husband also takes a good portion of generous benefits to buy guns hide in mosques for coming jihadGovernment does nothing they loot western canada they will be gone as soon as they stolen enough . Taking our free speech turning canada into a communist hellscape. I havecollapsed arches they want 50 k but get this i still have to wait 3 yrs for a bed. How much will that cost in 3 years? Ive been paying into healthcare 52 years i want my money back.They expect us to give money to everyone sorry im for canada. They invest money in ridiculous climate scam b.s proven to not work carney doesn't care Brookfield and blackrock he is heavily invested in this government is the biggest threat to canada not Donald Trump.103 conflicts of interest 28trips around the world 3 times a lifetime carbon footprint this asshole globalist wef communist does not care about Canadians im too old im stuck here they just want me to take maid save money.
Identity Attack0.33352965
Insult0.14512913
Profanity0.03915693
Threat0.010447056
Severe Toxicity0.01159668
Moderate 0.30136615 Constructive 0.554
Nov 23, 2025 1 likes Why Canadians Are Turning Against …
I lived in Brampton when its populations was 16,000 and it had a wooden bridge that crossed the Etobicoke Creek that ran across Hwy10 south at Meadowland park. It was washed away in 1965 flood. …
I lived in Brampton when its populations was 16,000 and it had a wooden bridge that crossed the Etobicoke Creek that ran across Hwy10 south at Meadowland park. It was washed away in 1965 flood. Small town, very 'orange', ie. Scottish protestant. Zero ethnics. Heck, they even hated the Catholics and wouldn't let them build the first Catholic church without a battle. It had one cinema downtown that charged .25cents for kids and .50cents for an adult ticket. It had a public pool that all the kids peed in during the summer and a red brick library which we went to religiously, every Friday to change our books. That town has completely disappeared. I used to drive to Brampton once a month for a meeting but decided driving into Brampton was such a risky behaviour especially on Bovaird, that I stopped going. Brampton has lost it character and exploded into a monstrous tract of cookie cutter box houses and strip malls. No one knows anyone else and there are no real neighbourhoods. If this is progress, give me the good old days when we could ride our bikes up and along Kennedy Road to Heart Lake conservation and go wading in the creek looking for tadpoles all day.
Identity Attack0.2795294
Insult0.16853803
Profanity0.24631839
Threat0.013631714
Severe Toxicity0.015157142
Moderate 0.30136615 Constructive 0.714 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
If the French are good for one thing it’s not putting up with nonesense
If the French are good for one thing it’s not putting up with nonesense
Identity Attack0.19890837
Insult0.24424846
Profanity0.09324962
Threat0.006815769
Severe Toxicity0.005493164
Low Tox 0.29771072 Low Con 0.191
Nov 27, 2025 Quebec Ends Economic Immigration Program …
The last generation of Sikhs were good. Worked hard. Assimilated into the Canadian culture. The new ones were a bum rush by Trudeau to keep the GDP numbers up while he robbed the country. I …
The last generation of Sikhs were good. Worked hard. Assimilated into the Canadian culture. The new ones were a bum rush by Trudeau to keep the GDP numbers up while he robbed the country. I have Sikh friends who feel the same way. They feel like the new “students” and business subsidy abusers are ruining everything the old immigrants built. The new ones are ruining the reputation of the ones who have slowly integrated into the Canadian way of life. My Sikh friends are embarrassed by the actions of the wave of people coming in now… they even want them out
Identity Attack0.27875587
Insult0.24928534
Profanity0.08096472
Threat0.009825659
Severe Toxicity0.0104522705
Low Tox 0.29771072 Constructive 0.669 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Good, get rid of them
Good, get rid of them
Identity Attack0.020681098
Insult0.056719027
Profanity0.06145202
Threat0.3630133
Severe Toxicity0.013736901
Low Tox 0.29771072 Low Con 0.272 Call_To_Action
Jan 22, 2026 2.9 million Canadian temporary visas …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or racist but I’ve gone to India many times and there everyone is in Canada or something but when they get there they treat it like India, like if ur gonna go to a different country at least respect them . India is a beautiful country with good food it’s just that some (keyword some) people are disrespectful most Indians are like this because of stereotypes so they sometimes feel angry so then they try to get revenge. I’m not saying everyone is like this but I had to get it out because I’m starting to feel annoyed with Indians and other people, Indians also say that the uk stole from them so they are stealing back but that was only uk and only the government not the people. What u see on screens is not actually what India looks like on behalf of the Indian community I would like to say I’m sorry to everyone and every country we have taken over just know not everyone is like this only the Indians who have a ego and think they are better , sorry Canada, America, Australia and any other country
Identity Attack0.33352965
Insult0.17486192
Profanity0.12639372
Threat0.011741633
Severe Toxicity0.017029278
Low Tox 0.295883 Constructive 0.774 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They are good immigrant. Not like the other terorist behavior.
They are good immigrant. Not like the other terorist behavior.
Identity Attack0.2774022
Insult0.16766082
Profanity0.024951037
Threat0.009877442
Severe Toxicity0.0065612793
Low Tox 0.295883 Moderate Con 0.314 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a …
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a home what about Canadians that are homeless they can’t get nothing because Thers no address and Thers no phone so how can you get money not all are drug addicts that are homeless wen you see a woman get out of her car with two kids take them to day care and go to work if you got a job and no shower no nothing this is wrong this poor lady it made me want to cry two kids mom and a car living like a vagrant because others from other country’s have the apts a nice home and we got shit
Identity Attack0.10221587
Insult0.25998658
Profanity0.045419596
Threat0.008362788
Severe Toxicity0.008621216
Low Tox 0.295883 Constructive 0.51 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Now it is not a multicultural country, it is more a country with more Indian culture and that is not good for anyone because this is Canada not India
Now it is not a multicultural country, it is more a country with more Indian culture and that is not good for anyone because this is Canada not India
Identity Attack0.3817989
Insult0.0820023
Profanity0.023584666
Threat0.0067963502
Severe Toxicity0.008926392
Low Tox 0.29405528 Low Con 0.249
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I live in the UK and there’s a lot of Indians over here. I genuinely don’t mind them, a lot of them work, contribute to society, don’t take the piss of our welfare state and …
I live in the UK and there’s a lot of Indians over here. I genuinely don’t mind them, a lot of them work, contribute to society, don’t take the piss of our welfare state and generally their religious ideology is not one to take over with v10l3nce. Plus their national food is so good! No issue with Indians
Identity Attack0.28034934
Insult0.1662211
Profanity0.28593817
Threat0.009799767
Severe Toxicity0.016706496
Low Tox 0.29405528 Constructive 0.663 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people …
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people also forgot how rich India was before united kingdoms invasion and how the British empire stole all the valuable resources from India like gold and used it for the development of London. So pls I am respectful don't be racist towards other countries. All are equal made by god just separated by borders of countries but live in the same soil which is our earth. It's also a fact that the people who have enough money or are rich in India live a good life where the infrastructure is good the people are good like the system in upper castes. Whereas the poor people are the ones which have to suffer as generally they are low castes and don't get jobs offered in India as they face caste discrimination and so they get involved in illegal activities like scam call centres and robbery to get some money. The foreigners only see the bad side of India and the bad people who are poor and have to earn something for their family to survive. So pls I know that the things these are doing are illegal or bad but still don't blame whole India for it as those people are very poor have nothing to eat and so they get lured by strangers into doing these things. I can easily say tyler is racist because it's just bad things about India that he shows like the photo of punjab he shows like a random street in punjab a person is driving in motorcycle and there is garbage all around and not showing the golden temple or beautiful places there. I know the people should point out the mistakes of a country like dirty places there but like all the images shown of the country are dirty and not a single picture is good about it even though there are many. That clearly racist and the motive is clearly here to disrespect the countrys image
Identity Attack0.25478655
Insult0.18604483
Profanity0.056441884
Threat0.00933372
Severe Toxicity0.010223389
Low Tox 0.2922276 Constructive 0.76 Moral_Argument
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
Canada should be happy that they’re gonna get some good food to eat 😂 They got no culture. Only poutine
Canada should be happy that they’re gonna get some good food to eat 😂 They got no culture. Only poutine
Identity Attack0.28034934
Insult0.16788013
Profanity0.032142747
Threat0.008323951
Severe Toxicity0.009918213
Low Tox 0.2922276 Low Con 0.229
Jan 27, 2026 Inside Canada's Indian Invasion...
Good 👍 and I pray more people get deported from Canada 😑
Good 👍 and I pray more people get deported from Canada 😑
Identity Attack0.2772088
Insult0.077136256
Profanity0.018802373
Threat0.079364374
Severe Toxicity0.009994507
Low Tox 0.2922276 Moderate Con 0.406
Dec 24, 2025 1 likes Deportations From Canada at Their …
Canada is too generous by far. We need to go back to the good system we had under PM Harper. We also need to enforce our laws and kick the illegals out. Or the very …
Canada is too generous by far. We need to go back to the good system we had under PM Harper. We also need to enforce our laws and kick the illegals out. Or the very least, cut off the social programs to these people.
Identity Attack0.28034934
Insult0.07555214
Profanity0.022628209
Threat0.33609006
Severe Toxicity0.014576134
Low Tox 0.29039988 Constructive 0.515 Policy_Critique
Feb 17, 2026 10 likes LILLEY UNLEASHED: The fall of …
They can protest as much as they want. The reality is that way too many of them come here to go on welfare + get a social housing + aaaaaaaaaaallllllllllllll the free services: free school, …
They can protest as much as they want. The reality is that way too many of them come here to go on welfare + get a social housing + aaaaaaaaaaallllllllllllll the free services: free school, free healthcare, surgeries, special schools for handicapped kids. The list of free stuff they receive doesn't end. Good deal good deal! That's great for them but terrible for us. All the social housing that we build and pay for are almost exclusively made for immigrants (especially Arabs and Haitians). We Canadians are a nice bunch of suckers. The good old "Let's go to Canada to go on welfare and get social housing" must end.
Identity Attack0.29798782
Insult0.14150882
Profanity0.0741757
Threat0.008815889
Severe Toxicity0.013672344
Low Tox 0.29039988 Constructive 0.607 Unverified_Claim
Nov 23, 2025 2 likes Quebec Ends Economic Immigration Program …
Good news, let them go back to their country.
Good news, let them go back to their country.
Identity Attack0.2774022
Insult0.07967083
Profanity0.024882717
Threat0.013217449
Severe Toxicity0.009765625
Low Tox 0.28857216 Low Con 0.269 Call_To_Action
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Yo, love your channel. Just found it. Been bingeing all day. Keep exposing the truth unapologetically. All with a phone. Crazy, all u need is a good phone cam.
Yo, love your channel. Just found it. Been bingeing all day. Keep exposing the truth unapologetically. All with a phone. Crazy, all u need is a good phone cam.
Identity Attack0.01666154
Insult0.17610447
Profanity0.14578357
Threat0.017674083
Severe Toxicity0.009269714
Low Tox 0.28857216 Constructive 0.533 Meta_Commentary
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Immigration, good for immigrants. Bad for canada😢😢😢
Immigration, good for immigrants. Bad for canada😢😢😢
Identity Attack0.31015682
Insult0.0808917
Profanity0.020100424
Threat0.008815889
Severe Toxicity0.009155273
Low Tox 0.28674445 Moderate Con 0.306
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
You made many videos against India and its culture okay I appreciate it but now make videos about the good things in India and its culture? You won't I guess because you wouldn't get the …
You made many videos against India and its culture okay I appreciate it but now make videos about the good things in India and its culture? You won't I guess because you wouldn't get the reach that you get while showing the badbside of our country and its people
Identity Attack0.22458547
Insult0.0836065
Profanity0.08419759
Threat0.015602129
Severe Toxicity0.011520386
Low Tox 0.28674445 Constructive 0.533 Policy_Critique
Feb 4, 2026 3 likes Inside Canada's Indian Invasion...
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. …
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. Much love ❤️to everyone, diversity is beuty, unity is amazing. Also these are the same people doing the lower end jobs of your economy, which I don’t wanna get technical, but it seems like this channel just helps create a community for racist or extreme opinions to thrive in. Your government accepted these people for a reason, Unity is good, discrimination is not.
Identity Attack0.23391083
Insult0.15556364
Profanity0.06044999
Threat0.012233571
Severe Toxicity0.013155893
Low Tox 0.2855005 Constructive 0.801 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...

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.