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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: "The "immigrants" are not the …" 3,653 comments · Page 32 of 147
We shouldn't have to support an immigrant at all! They shouldn't get one red cent from our government! They are breaking federal law by being here illegally. We're on the verge of becoming a third …
We shouldn't have to support an immigrant at all! They shouldn't get one red cent from our government! They are breaking federal law by being here illegally. We're on the verge of becoming a third world county because we've being flooded with these people.
Identity Attack0.48949075
Insult0.27558193
Profanity0.041912504
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.372
Dec 21, 2023 3 likes How much do refugees and …
Canada was always anti immigrant Even whites here immigrants 😂 We gotta be strong
Canada was always anti immigrant Even whites here immigrants 😂 We gotta be strong
Identity Attack0.5051609
Insult0.26957804
Profanity0.06145202
Threat0.009126588
Severe Toxicity0.019998873
Moderate 0.42129645 Moderate Con 0.318 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA OUGHT TO REASSESS ITS PROTOCOLS & STANDARDS REQUIREMENTS SURROUNDING IMMIGRATION. I WOULD START BARRING ANYONE WITH CRIMINAL RECORDS - NO EXCEPTIONS, WHILE DEPORTING THOSE WHO COMMITTED CRIME IN THIS COUNTRY ! I PERSONALLY APOLOGIZE TO ALL CANADIAN CITIZENS AT LARGE FOR THESE UNDESIRABLE IMMIGRANTS.
Identity Attack0.46028158
Insult0.37960073
Profanity0.06646215
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.41910073 Constructive 0.515 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Identity Attack0.5135796
Insult0.24767025
Profanity0.051932767
Threat0.022681303
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.444 Identity Attack Identity_Assertion
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
https://www.youtube.com/shorts/XuWr9DoH1JI here's a better take on reality Brian, so quit trying to push your BS agenda of the dream that isn't, never was here's another one for your delusions https://www.youtube.com/shorts/Gyzd_0167AM then tell the guy who …
https://www.youtube.com/shorts/XuWr9DoH1JI here's a better take on reality Brian, so quit trying to push your BS agenda of the dream that isn't, never was here's another one for your delusions https://www.youtube.com/shorts/Gyzd_0167AM then tell the guy who had to go to Australia 20 yrs ago, to become a Dr, then the US for Residency spot, that we had a wonderful immigration system/policy, lazy, incompetent politicians, leaders, that's what we've had for 50 years of lies
Identity Attack0.04693319
Insult0.47357693
Profanity0.09868695
Threat0.007948523
Severe Toxicity0.0128976675
Moderate 0.41910073 Moderate Con 0.443 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Reminds me of Australia and New Zealand. AU is screwed, NZ is unsalvageable. 3rd world immigrants use NZ as a back door to get to their target destination of AU. Don’t make the same mistake …
Reminds me of Australia and New Zealand. AU is screwed, NZ is unsalvageable. 3rd world immigrants use NZ as a back door to get to their target destination of AU. Don’t make the same mistake as us.
Identity Attack0.36702603
Insult0.4125297
Profanity0.32299677
Threat0.008712323
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.386
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Very Easy: To many immigrants and they dont want to integrate but convert it into the image of the land they left behind. They are many that are nice but there are many that are …
Very Easy: To many immigrants and they dont want to integrate but convert it into the image of the land they left behind. They are many that are nice but there are many that are insulting and emboldened to be just arrogant… and insulting.. Close the Borders..
Identity Attack0.37222284
Insult0.4339631
Profanity0.022218296
Threat0.009540852
Severe Toxicity0.012435913
Moderate 0.41910073 Moderate Con 0.393 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there …
Is just like with the immigration with Mexico and everywhere else in the world their own people don't want them in the places that they're being immigrant in their own people don't want them there they want nothing to do with them because they're bad people
Identity Attack0.46028158
Insult0.35161978
Profanity0.14049543
Threat0.009877442
Severe Toxicity0.021548226
Moderate 0.41910073 Moderate Con 0.415 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton has been Brown Town since the 90s and nothing wrong with that. Same thing happend in Surrey in BC. The mass immigration of Indians lately to these areas is because that's where their beachhead …
Brampton has been Brown Town since the 90s and nothing wrong with that. Same thing happend in Surrey in BC. The mass immigration of Indians lately to these areas is because that's where their beachhead is so to speak. The problem is the low quality of immigrants. For some reason the new influx are like the gypsies of the Indian people. They are scammers and cheaters. Other Indians don't want them around either. Look at the politicians and the government administrators, the college deans that had 9/1 Indian to Canadians. They aren't held accountable. They got promotions.
Identity Attack0.458714
Insult0.4339631
Profanity0.15812257
Threat0.013269233
Severe Toxicity0.023076924
Moderate 0.41910073 Constructive 0.55 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indian immigrants are actually nice and repectful towards everyone The only problem with immigrants are the terrorists that come from middle east
Indian immigrants are actually nice and repectful towards everyone The only problem with immigrants are the terrorists that come from middle east
Identity Attack0.5051609
Insult0.2735258
Profanity0.12991914
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.41690505 Moderate Con 0.412 Identity Attack Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
Deport every immigrant from 2015-2026
Deport every immigrant from 2015-2026
Identity Attack0.46614665
Insult0.14874944
Profanity0.08193458
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.41690505 Low Con 0.17 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
The Indians specially the Punjabis have destroyed the integrity of the Canadian Immigration system aided and abetted by Justin Trudeau.
The Indians specially the Punjabis have destroyed the integrity of the Canadian Immigration system aided and abetted by Justin Trudeau.
Identity Attack0.50588524
Insult0.28997475
Profanity0.0569429
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.41690505 Low Con 0.267 Identity Attack Identity_Assertion
Feb 23, 2026 2 likes LILLEY UNLEASHED: The fall of …
You played my favourite game try to find a white person working at this major Canadian corporation, hell even the government jobs are gone now to help with new immigrants
You played my favourite game try to find a white person working at this major Canadian corporation, hell even the government jobs are gone now to help with new immigrants
Identity Attack0.43896464
Insult0.2817503
Profanity0.33453682
Threat0.012803185
Severe Toxicity0.023076924
Moderate 0.41690505 Moderate Con 0.344 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a land of immigrants, mfs Canada will become Khalistan .
Canada is a land of immigrants, mfs Canada will become Khalistan .
Identity Attack0.46028158
Insult0.3388922
Profanity0.2124067
Threat0.013476364
Severe Toxicity0.023552058
Moderate 0.41445592 Low Con 0.141 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create …
Right. Christians in western countries, trying to be cool, rejecting the church. Outsiders come in take over empty churches to make mosques, and temples. Now they cry over it. White people don't make babies, create labor shortage. Immigrants come to fill the gap. White people cry even more. White people don't go to schools to learn, earn useful degrees in Stem, medical etc. Immigrants come to replace. White people say its "great replacement". LOL See what I'm saying. THAT'S WHY. I HAVE THE ANSWER.
Identity Attack0.49032792
Insult0.26957804
Profanity0.14754629
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.41445592 Constructive 0.539 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
All of these immigrants should stop fleeing their country and revolt like Black Americans did so they can be in the United States. Black Americans built this country and all these people would not be …
All of these immigrants should stop fleeing their country and revolt like Black Americans did so they can be in the United States. Black Americans built this country and all these people would not be here if it wasn't for our civil rights movement✊🏽 we built the country and everybody thrives off the fruits of our labor😏
Identity Attack0.50515443
Insult0.24928534
Profanity0.08613731
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.576 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Quebec like canada and usa. Only white immigrants from Isreal and Ukraine = real Canadians.
Quebec like canada and usa. Only white immigrants from Isreal and Ukraine = real Canadians.
Identity Attack0.5135796
Insult0.21602537
Profanity0.034397304
Threat0.007689608
Severe Toxicity0.019611536
Moderate 0.41168427 Low Con 0.113 Identity Attack
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
everybody is an immigrant unless you are indigenous american so cry
everybody is an immigrant unless you are indigenous american so cry
Identity Attack0.44690517
Insult0.25998658
Profanity0.12815644
Threat0.01238892
Severe Toxicity0.02258113
Moderate 0.41168427 Low Con 0.2 Moral_Argument
Nov 3, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
If you're out here going "oh poor Canada, I hope they fix this immigration issue"... But you downplay the US..... Stay the hell out of the US 😂 the OP is cool tho, he's tryna …
If you're out here going "oh poor Canada, I hope they fix this immigration issue"... But you downplay the US..... Stay the hell out of the US 😂 the OP is cool tho, he's tryna expose it
Identity Attack0.2803029
Insult0.34101152
Profanity0.35597226
Threat0.018882722
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.431 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Paying cash at McDonald’s for your coffee? Double check they got the correct number of sugar and cream on your order (they don’t understand English well enough to work here and if you say 2 …
Paying cash at McDonald’s for your coffee? Double check they got the correct number of sugar and cream on your order (they don’t understand English well enough to work here and if you say 2 cream all they hear is 1 cream). Then check your change because they don’t even know how to count Canadian change back and they are taking jobs from born Canadians because they can pay them crap and abuse them. Immigrants allowing corporations to abuse them in Canada is ruining Canadas job environment. Get the f out
Identity Attack0.36702603
Insult0.4125297
Profanity0.30690086
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.517
Sep 1, 2025 How Canada broke its immigration …
😮the guy with the bike is very basic…. Not an ounce of intelligence in there👀…. He’s an immigrant….I feel for the native Canadians having to see their beloved country experience a second wave of colonisation …
😮the guy with the bike is very basic…. Not an ounce of intelligence in there👀…. He’s an immigrant….I feel for the native Canadians having to see their beloved country experience a second wave of colonisation … the white Canadians are immigrants just like the Indians 🙄
Identity Attack0.46028158
Insult0.34782293
Profanity0.037904397
Threat0.008582866
Severe Toxicity0.01935331
Moderate 0.41168427 Moderate Con 0.394 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos …
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos and all but still they arent blamed
Identity Attack0.4931391
Insult0.26957804
Profanity0.14930901
Threat0.03304107
Severe Toxicity0.023599008
Moderate 0.41168427 Moderate Con 0.459 Unverified_Claim
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these people that are not Canadian, not born here, migrated here, and are doing so many sickening illegal things to OUR PEOPLE. Kidnappings. Abductions. Stalking single women. Stealing. Squatting in homes and properties. All that with no consequences. Zero. None. And yet they receive all the jobs. All the income. All the amenities that natural born true Canadians should receive and very well deserve. I have never understood why these immigrants all of a sudden bombarded our small towns and cities like swarms of rodents or insects and expect to be welcomed with open arms. It seemed like it happened overnight! I remember seeing a few immigrants wearing their traditional towel wrap things on their heads in a mall one day and I was okay with it. Figured they were tourists or something and then BAM there are THOUSANDS of them moving in our towns and act like they own the place. Trying to intimidate US! In our OWN COUNTRY! It really angers me from within but at the same time I don’t want to come off as a racist or a hater or wtv. I’m not a racist by any means, but I am a very protective Canadian and I love my people and my country and I will help do whatever it takes to protect my country from immigrants and them thinking that they can push us around, intimidate us and try to act superior when they are the ones pretty much INVADING our beautiful, peaceful country. I am a PROUD CANADIAN SON. Pardon my long rant. Love, Peace and Unity 👊🏽 #nativecanadianpride
Identity Attack0.46028158
Insult0.38406035
Profanity0.07255927
Threat0.13262562
Severe Toxicity0.023411209
Moderate 0.41168427 Constructive 0.713 Fear_Threat
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
You know what was two good things about European immigration to the US? No monkey Gods or dirty feet
You know what was two good things about European immigration to the US? No monkey Gods or dirty feet
Identity Attack0.37507164
Insult0.40189892
Profanity0.20808282
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.41168427 Low Con 0.287
Jan 27, 2026 Inside Canada's Indian Invasion...
As an indian (born and raised in the USA), these are the type of indians giving the rest of us a bad rep. Mass immigration needs to end
As an indian (born and raised in the USA), these are the type of indians giving the rest of us a bad rep. Mass immigration needs to end
Identity Attack0.4907465
Insult0.25602314
Profanity0.10797132
Threat0.05753354
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.511 Personal_Narrative
Jan 27, 2026 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.