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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: "You should come to the …" 1,829 comments · Page 31 of 74
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want …
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want to leave behind? smh. labeling patriotic canadians as racists for saying they want their country to be canada and not india.
Identity Attack0.2854555
Insult0.16780703
Profanity0.029050145
Threat0.0069646453
Severe Toxicity0.006828308
Low Tox 0.29953843 Moderate Con 0.415 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
If you’re time is up it’s time to go you will be found and you will not be allowed to come back you’re not only hurting yourself but everyone in the Canada economy as well …
If you’re time is up it’s time to go you will be found and you will not be allowed to come back you’re not only hurting yourself but everyone in the Canada economy as well as the people that wish to come in the legal way. Don’t come in under the disguise of education just to become a criminal
Identity Attack0.011617327
Insult0.31740165
Profanity0.019280603
Threat0.012026439
Severe Toxicity0.0045776367
Low Tox 0.29953843 Moderate Con 0.359 Policy_Critique
Oct 6, 2025 IRCC Names India in Study …
The brass neck of wiping out an entire race and objecting others to come in the country? Lol
The brass neck of wiping out an entire race and objecting others to come in the country? Lol
Identity Attack0.27875587
Insult0.08508729
Profanity0.07191269
Threat0.09776353
Severe Toxicity0.014640691
Low Tox 0.29953843 Low Con 0.223 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
See, not all immigrants are bad. Canadians are not against immigration in this country. We're against our government treating us like second class citizens and erasing our culture while catering to immigrants. Let's be real, …
See, not all immigrants are bad. Canadians are not against immigration in this country. We're against our government treating us like second class citizens and erasing our culture while catering to immigrants. Let's be real, you LEFT your country for a reason. So why would you come here to trash this country and make it in the imagine of what you fled from??? It's pretty bad when immigrants themselves that have come here, integrated and follow the rules calling out our governments failure on immigration policy. Wake up Canada.
Identity Attack0.2846865
Insult0.20434737
Profanity0.04592061
Threat0.009877442
Severe Toxicity0.011291504
Low Tox 0.29953843 Constructive 0.678
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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...
No Indians or for that matter any other community enter Canada and choose to live their lives here if the Governments doesn't allow that. Please also acknowledge the fact that so many well educated Indians …
No Indians or for that matter any other community enter Canada and choose to live their lives here if the Governments doesn't allow that. Please also acknowledge the fact that so many well educated Indians are coming here which is a huge brain drain and capital loss for India itself , just because it is not able to provide better job opportunities there. Now they are coming with different cultural background with English not as their first language. But they settle down here for long term and contribute to the economy of this country. Don't hate them, they have done nothing wrong
Identity Attack0.37012735
Insult0.16124763
Profanity0.024814399
Threat0.009204263
Severe Toxicity0.009841919
Low Tox 0.29771072 Constructive 0.719
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Let me tell you this as a legal Indian immigrant that came here 13 years ago with my whole family. There was a balance of immigration coming in from every country which was amazing until …
Let me tell you this as a legal Indian immigrant that came here 13 years ago with my whole family. There was a balance of immigration coming in from every country which was amazing until they opened the gates to India like it’s another bus stop away from India. Since then there have been so many illiterate people that fraudulently came here and keep trying to make Canada like back home which needs to stop. The reputation of Indian people which used to be hard working and family people is getting ruined by people that come here to give back nothing to Canadian economy. People that used to come into Canada came in with a dream but now it feels like just visiting another Indian state especially Brampton……… hopefully this stops but with the monkeys that have currently taken over Canadian parliament i hardly see an end to this.
Identity Attack0.2808415
Insult0.24928534
Profanity0.036401358
Threat0.008194493
Severe Toxicity0.00831604
Low Tox 0.29771072 Constructive 0.607 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The truth is, is that more people come to Canada from America then Canada to America. We have free health care. Our corrupt govt. Advertises this fact, and states that the second someone touches Canadian …
The truth is, is that more people come to Canada from America then Canada to America. We have free health care. Our corrupt govt. Advertises this fact, and states that the second someone touches Canadian soil they are Canadian. It is betrayal.
Identity Attack0.10409598
Insult0.26957804
Profanity0.019143965
Threat0.0077802283
Severe Toxicity0.0045394897
Low Tox 0.29771072 Moderate Con 0.39 Policy_Critique
Feb 10, 2026 Inside Canada's Indian Invasion...
I’m so happy you made this video, I’m from Ontario. And if you speak out and say there’s too many that have moved here you’re considered racist. They come here and scam their way into …
I’m so happy you made this video, I’m from Ontario. And if you speak out and say there’s too many that have moved here you’re considered racist. They come here and scam their way into the country then bring half their family here, I think it’s disgusting what’s been going on here and there’s too many let into the country. There’s nothing wrong with immigration, but when it feels like a takeover it’s too much
Identity Attack0.25478655
Insult0.21135417
Profanity0.08613731
Threat0.008815889
Severe Toxicity0.010070801
Low Tox 0.295883 Constructive 0.737 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are …
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are being overrun with them. Look at the Canadian government, that's how bad it has become. The Canadian government has become so corrupt because of this! Once they infiltrated the government, all kinds of corruption occured, their extended families were getting automatic citizenship, free healthcare, and draining the Canadian job market and healthcare benefits. One common scam they pull is that they will find a job, immediately apply for social welfare, and take time off and still get paid for months without even working. They completely abuse the system which results in actual Canadians who need social welfare benefits to not be able to gain any benefits, because of the amount of scammers that have infiltrated and colonized the country. Canada is screwed completely unless we speak up about this! There are many of us who don't like this and don't want it, but there are many Canadians who are bleeding hearts and weak who just accept it. They're going to outbreed us and eventually completely takeover and completely ruin the country. Canada is not the same place that I remember from my childhood. It has become the capitol of woke ideology, weakness, and completely overrun by Indians. Not to mention that we used to be a Christian country. We used to say Merry Christmas every year, Christian values were upheld and encouraged, now there are Mosques everywhere! There are more Mosques in Canada than Churches these days. Canada has become ruined. The worst part is, that those who come to our country don't even respect our values, traditions, or even attempt to assimilate. They expect us to conform to their ways. We can no longer be Christians because they are Anti-Christian, we can no longer speak English or French, because they hate our language. I have literally been to Toronto and Vancouver and seen the madness unfold, not an ounce of English is spoken or understood in those areas. It's either Chinese or Indian that is spoken. Usually, when you come to another country, you are supposed to conform to that country's values and traditions, not the other way around. Canada has done the complete opposite because of the bleeding hearts in charge of the country. I say screw that and no more! Make Canada Canadian Again! Keep Canada Christian!
Identity Attack0.10221587
Insult0.26957804
Profanity0.029888187
Threat0.00948907
Severe Toxicity0.006866455
Low Tox 0.295883 Constructive 0.677 Fear_Threat
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
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...
Purge is coming soon
Purge is coming soon
Identity Attack0.06476828
Insult0.061976057
Profanity0.10735235
Threat0.18913531
Severe Toxicity0.020386212
Low Tox 0.295883 Low Con 0.261 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
The business lobbyists cooked up a scheme that there’s not enough labour, because businesses don’t want to pay minimum wages. They sold it to the government. I’m curious to see what will happen in the …
The business lobbyists cooked up a scheme that there’s not enough labour, because businesses don’t want to pay minimum wages. They sold it to the government. I’m curious to see what will happen in the years coming when the White working people are retired and no longer paying for the subsidized wages. I guess that’s why Carney wants to tax the equity in our payed off homes. Gene pool going to get thin for the elites as Caucasian race is genocided.
Identity Attack0.34974504
Insult0.10148193
Profanity0.047173142
Threat0.048481647
Severe Toxicity0.011520386
Low Tox 0.295883 Moderate Con 0.441
Jun 19, 2025 How Canada broke its immigration …
Time to follow the US lead and start deporting refugees especially Chinese and East Indians. They do not give they take. HOW DO IMMIGRANTS GET 80,000 JUST FOR COMING TO CANADA WHILE CANADIANS GET NOTHING …
Time to follow the US lead and start deporting refugees especially Chinese and East Indians. They do not give they take. HOW DO IMMIGRANTS GET 80,000 JUST FOR COMING TO CANADA WHILE CANADIANS GET NOTHING AT ALL
Identity Attack0.36702603
Insult0.082866095
Profanity0.0166845
Threat0.010964886
Severe Toxicity0.010299683
Low Tox 0.295883 Moderate Con 0.374 Unverified_Claim
Jan 21, 2026 1 likes 2.9 million Canadian temporary visas …
Canada has always been safe haven for gangsters & terrorists earlier they were operating out of Canada in India but finally rooster has come home. India has been asking for deportation & warning for decades …
Canada has always been safe haven for gangsters & terrorists earlier they were operating out of Canada in India but finally rooster has come home. India has been asking for deportation & warning for decades but now I think they will listen😅.
Identity Attack0.2846865
Insult0.18107465
Profanity0.019622196
Threat0.011974656
Severe Toxicity0.008659363
Low Tox 0.295883 Moderate Con 0.42 Comparative_Framing
Feb 21, 2026 Canadian immigration officers investigating hundreds …
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada …
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada has a great culture. Preserve your culture Preserve your identity Canadian authorities and Native Canadians must make sure that strict civic sense to be followed by every immigrant.Make English language mandatory for every immigrant. Also every brown skinned is not Indians. Many Pakistani and Bangladeshi also tag themselves as Indians. And Indians who want to turn Canada like their homeland they please come back to India if you miss so much your country why to be in foreign land.
Identity Attack0.3817989
Insult0.09563028
Profanity0.044167064
Threat0.010913103
Severe Toxicity0.01159668
Low Tox 0.29405528 Constructive 0.746 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
how do we have more indians coming in than ukrainians, russians, jews, palestinian when they're ones at war?
how do we have more indians coming in than ukrainians, russians, jews, palestinian when they're ones at war?
Identity Attack0.37222284
Insult0.06757036
Profanity0.07708528
Threat0.04718852
Severe Toxicity0.01322045
Low Tox 0.29405528 Low Con 0.253 Question
Nov 20, 2025 17 likes Thousands of refugees allowed into …
What I genuinely don't understand is why Indians come to every westernized country, bringing their own culture and expectations instead of integrating, and then exiling out anyone if it doesn't affect them in the public …
What I genuinely don't understand is why Indians come to every westernized country, bringing their own culture and expectations instead of integrating, and then exiling out anyone if it doesn't affect them in the public eye.
Identity Attack0.37655997
Insult0.0838533
Profanity0.064458095
Threat0.011353259
Severe Toxicity0.0125103295
Low Tox 0.2922276 Constructive 0.515 Identity_Assertion
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
lot of people who commits crime and scams in india who are running from authority come to canada tell canadian government that they are persecuted minority indian government be like you wants them take them …
lot of people who commits crime and scams in india who are running from authority come to canada tell canadian government that they are persecuted minority indian government be like you wants them take them so congratulation canada government of india agreed to take back all illegal immigrant
Identity Attack0.33352965
Insult0.15769513
Profanity0.02303812
Threat0.009540852
Severe Toxicity0.00793457
Low Tox 0.2922276 Moderate Con 0.423 Unverified_Claim
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
I knew an indian guy from work who was convinced he was subject to racism bc he and 4 OTHER men from india went to a park at around 9pm and a lady yelled at …
I knew an indian guy from work who was convinced he was subject to racism bc he and 4 OTHER men from india went to a park at around 9pm and a lady yelled at them to shut up. ME: She prob just wanted silence my gawd. Loud speaker phones, no sense of respect for the park....like come on. Give the lady some peace. its so disrespectful... I dont recall growing up being so annoyed with noise pollution. Even speaker phones on trains WTH
Identity Attack0.27759558
Insult0.16817254
Profanity0.11354194
Threat0.011042561
Severe Toxicity0.011291504
Low Tox 0.29039988 Constructive 0.683
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
Until our country gets back to proper order, Ontario should do the same. I am sick and tired of being pushed and stepped on for people coming in and wasting our tax money. We pay …
Until our country gets back to proper order, Ontario should do the same. I am sick and tired of being pushed and stepped on for people coming in and wasting our tax money. We pay and suffer with over immigration because our Government wants to destroy Canada.
Identity Attack0.17614605
Insult0.18480228
Profanity0.020920247
Threat0.032005094
Severe Toxicity0.0075149536
Low Tox 0.29039988 Moderate Con 0.477
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Come to Calgary I live there ad there is lots of pakstins
Come to Calgary I live there ad there is lots of pakstins
Identity Attack0.33675182
Insult0.113185234
Profanity0.09961538
Threat0.012492486
Severe Toxicity0.014511578
Low Tox 0.28857216 Moderate Con 0.46 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up …
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up at gunpoint. Even then they will still try to come back here. You cannot underestimate their shiftiness, ability to lie about every detail of themselves, it has to be understood that getting here and getting legal status here is the end goal of their life and almost nothing will stop them! Unless we do! MASS DEPORTATIONS NOW!!!
Identity Attack0.26155844
Insult0.24903896
Profanity0.02836696
Threat0.025789235
Severe Toxicity0.011291504
Low Tox 0.28857216 Moderate Con 0.471
Oct 1, 2025 1 likes IRCC Names India in Study …

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.