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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: "It's 50 % now" 206 comments · Page 5 of 9
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, …
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, getting 10-11 out of 12, and still not enoughj points for application. But how the people like the ones on the video (guy on 4th minute) and the lady on the 5th minute) infiltrated into Canada? Pure abuse
Identity Attack0.04925346
Insult0.11464815
Profanity0.09260304
Threat0.010110466
Severe Toxicity0.0077819824
Low Tox 0.23812068 Constructive 0.516
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Syrian refugees. OK we will only take in 5000 of the displaced war torn Syrians. Then it went to 10 then to 30 and 50 and we stopped counting how many Isis members were led …
Syrian refugees. OK we will only take in 5000 of the displaced war torn Syrians. Then it went to 10 then to 30 and 50 and we stopped counting how many Isis members were led in who knows
Identity Attack0.22261032
Insult0.053205602
Profanity0.028913507
Threat0.05753354
Severe Toxicity0.009422302
Low Tox 0.23667802 Moderate Con 0.393 Unverified_Claim
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor …
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor women who they kept in those assault camps. You literally would have never had people parading on the street supporting that we're at not for these immigrants so they're changing the culture of what was once a beautiful country and meanwhile lowering your quality of life to 50% of what it was just 18 years ago so why the hell would any self-respecting country keep more immigrants in that hate the very country they're trying to get into
Identity Attack0.22935481
Insult0.12702756
Profanity0.02836696
Threat0.009799767
Severe Toxicity0.008354187
Low Tox 0.23667802 Constructive 0.615
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Hmmm, come to Canada from your 3rd world country and we will give your family a one time payment of $50,000. More money than you have ever seen in your life time. Literally like winning …
Hmmm, come to Canada from your 3rd world country and we will give your family a one time payment of $50,000. More money than you have ever seen in your life time. Literally like winning the lottery. No wonder all these border jumpers are clambering here. I mean if, say Switzerland, was offering you, yes you, a cheque for $50k to come live in their country wouldnt you take it if you didnt have much here in Canada? Like didnt own property, didnt have a great job, etc etc. Of course you would.
Identity Attack0.18235919
Insult0.09270445
Profanity0.02119352
Threat0.007598988
Severe Toxicity0.0073242188
Low Tox 0.2359567 Moderate Con 0.353
Dec 21, 2017 18 likes How much do refugees and …
@3:50 how about how many white teens are willing to work at Tim Hortons.
@3:50 how about how many white teens are willing to work at Tim Hortons.
Identity Attack0.27701542
Insult0.045007613
Profanity0.030389199
Threat0.009437286
Severe Toxicity0.0061416626
Low Tox 0.23235008 Moderate Con 0.305
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as …
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as they get 1st choice before our own)..😡and, child support.My parents worked hard their whole lives and are now on pension...WORKED FOR IT...and their income is way less than what these immigrants will get having all these kids.Its very upsetting that all these refugees and immigrants are coming in and getting more assistance than our own hard working their whole lives, people!!!!!!😡 they screw up their own countries, with wars, violence etc... want to come here and slowly start to screw up ours with their beliefs and laws and demands.Not having it..FIX YOUR OWN COUNTRIES PROBLEMS, THE WAY THIS IS GOING IN THE NEXT 50 YRS YOU WONT SEE ANY THING BUT BROWN AND BLACKS FROM AFRICA, SYRIA ETC..THEY HAVE 10 KIDS TO OUR 1-2 RATIO..🙄
Identity Attack0.17226285
Insult0.12883772
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.006942749
Low Tox 0.23198941 Constructive 0.522
May 28, 2019 1 likes How much do refugees and …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with illegals crimes? In America I figure we pay about 50 billion a year for all the above... every year, year in, year out.What does it cost America with the illegals sending unreported earnings out of the country, what does it cost in terms of uncollected government revenues? What does it cost to provide free birth services to 10% of the total population- being illegals getting 'Welfare baby' services? What does it cost the education system?I figure another 50 billion a year, year in and year out...For those that say America WAS built on immigration, realize America did NOT build on immigration with all these benefits... hence Immigrants had to become full fledged participants and be absorbed into the common fabric of America.For those expecting a 'One World Order, realize the immigrants must first fix their own country first.. if there is to be a 'One World Order' fabric otherwise 'Our Fabric' becomes their 'Fabric' and not a Fabric of Democratic principles we have in our society.Only by observing a common pattern in other countries where immigrants get the same benefits in those other countries is there any 'One World order' capable of extending benefits to all the same way.For now, all we have is immigration collapsing the ability for this Nation to provide Social services to everyone. And then what?
Identity Attack0.18391247
Insult0.081261896
Profanity0.023106437
Threat0.020954676
Severe Toxicity0.007820129
Low Tox 0.22579013 Constructive 0.718
Dec 20, 2018 1 likes How much do refugees and …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
3:50 !!!! 😮😱😱 Même chose avec le Dollarama ICI au Québec !! Sauf que ce je sont pas des Indien !! Mais des RATP (Religion dAmour eT de Paix)
3:50 !!!! 😮😱😱 Même chose avec le Dollarama ICI au Québec !! Sauf que ce je sont pas des Indien !! Mais des RATP (Religion dAmour eT de Paix)
Identity Attack0.19100772
Insult0.15627414
Profanity0.025907494
Threat0.006162008
Severe Toxicity0.020257099
Low Tox 0.20839658 Moderate Con 0.322 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Total BS! $50,000 is not even average yearly earnings of Canadians. And how long are the refugees staying in Canada?
Total BS! $50,000 is not even average yearly earnings of Canadians. And how long are the refugees staying in Canada?
Identity Attack0.1007269
Insult0.0811385
Profanity0.10797132
Threat0.006912862
Severe Toxicity0.0059890747
Low Tox 0.20705862 Low Con 0.218
Jan 20, 2018 82 likes How much do refugees and …
6:50 arrest em like any other country would Y'all give em leeway to do as they please , cuz inclusivity? They are not in India , they should live according to Canada ,
6:50 arrest em like any other country would Y'all give em leeway to do as they please , cuz inclusivity? They are not in India , they should live according to Canada ,
Identity Attack0.18313584
Insult0.054376744
Profanity0.023174755
Threat0.036839653
Severe Toxicity0.0075531006
Low Tox 0.20705862 Moderate Con 0.323 Policy_Critique
Feb 13, 2026 Inside Canada's Indian Invasion...
14:50 look at those crafty eyes. Lying through his teeth. It takes only a quick google search to find out about what they have been doing to nuns and churches.
14:50 look at those crafty eyes. Lying through his teeth. It takes only a quick google search to find out about what they have been doing to nuns and churches.
Identity Attack0.10221587
Insult0.07238392
Profanity0.031140719
Threat0.012078222
Severe Toxicity0.005531311
Low Tox 0.2028889 Low Con 0.187
Oct 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Based on this trend, by the next 50 years, the real Canadians could probably be extinct. I'm sorry, my wonderful Canadians. Your government has failed you.
Based on this trend, by the next 50 years, the real Canadians could probably be extinct. I'm sorry, my wonderful Canadians. Your government has failed you.
Identity Attack0.10221587
Insult0.07238392
Profanity0.014225035
Threat0.016638106
Severe Toxicity0.0048065186
Low Tox 0.20149297 Moderate Con 0.438 Fear_Threat
Jan 30, 2026 1 likes Why Canada’s immigration system has …
7:50 why his footwear is zoomed is it not okay to wear in canada or usa does it make look cheap?? Can anybody explain i never went outside india
7:50 why his footwear is zoomed is it not okay to wear in canada or usa does it make look cheap?? Can anybody explain i never went outside india
Identity Attack0.11512129
Insult0.05144889
Profanity0.040409464
Threat0.00746953
Severe Toxicity0.0059890747
Low Tox 0.20009702 Moderate Con 0.414 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
https://www.youtube.com/watch?v=Kw9r_b-ohuo here's a better take, that doesn't involve the delusions of Lilley types/Kenney, this isn't new, it's been going on for 50 yrs, take the part where they won't speak English/French, assimilate, there are people …
https://www.youtube.com/watch?v=Kw9r_b-ohuo here's a better take, that doesn't involve the delusions of Lilley types/Kenney, this isn't new, it's been going on for 50 yrs, take the part where they won't speak English/French, assimilate, there are people here who've been here for decades, still can't, but they supposedly got in cause we needed them, they were "skilled" they could speak the language, Lilley, Ivison, Gunter in these rags keep lying saying it was great, people wanted it, who? when? real people, no, Politian's, businesses, media, NDP Zealots
Identity Attack0.017867407
Insult0.14512913
Profanity0.04491858
Threat0.008090926
Severe Toxicity0.0044822693
Low Tox 0.19870108 Constructive 0.575 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Socialism fails when the goober mint and 50% is tax payer dependents
Socialism fails when the goober mint and 50% is tax payer dependents
Identity Attack0.024801146
Insult0.10587067
Profanity0.066963166
Threat0.006912862
Severe Toxicity0.003566742
Low Tox 0.19504376 Low Con 0.114 Economic_Argument
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
How are canadian businesses forced to hire "minorities" but these indian companies get away with employing 50 people, with every single one being indian, and only 5 speaking english?
How are canadian businesses forced to hire "minorities" but these indian companies get away with employing 50 people, with every single one being indian, and only 5 speaking english?
Identity Attack0.24801466
Insult0.046764325
Profanity0.015283971
Threat0.0071199946
Severe Toxicity0.004005432
Low Tox 0.19219314 Moderate Con 0.322 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
3:50 I love this game but I always lose there’s rarely Canadians working in the timmies
3:50 I love this game but I always lose there’s rarely Canadians working in the timmies
Identity Attack0.15731181
Insult0.058475737
Profanity0.032142747
Threat0.008401625
Severe Toxicity0.004863739
Low Tox 0.19029272 Moderate Con 0.392
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms and hospitals. The students were Masters or Ph.D. with full scholarship. They went on to build the country but they were minorities fighting the occasional racism on the street (as the woman in the green t- shirt says). Today, as a result of Trudeau's naïveté about the level of corruption in India, there's a huge influx of relatively unqualified Indians arriving and not being able to assimilate into Canadian society because they do not have good job qualifications. They end up living in ghettos and turn to crime. We must fix that by being much more selective of Indian immigrants. As someone of the Indian diaspora, I'd also like to say that there are those Indo Canadians ("brown folks") who want nothing to do with the Brampton or Surrey ghettos. Many of us are completely secular, having no religion and share nothing with these people fighting around temples and yelling at each other in Punjabi or Hindi. We speak English and French and vote in the elections.
Identity Attack0.10221587
Insult0.089778624
Profanity0.017572641
Threat0.007197669
Severe Toxicity0.004119873
Low Tox 0.1883923 Constructive 0.806
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
12:50 everyone is the same… there is no difference between people… then why is there discrimination in India.. caste, kind, race, color and ethnicity?
12:50 everyone is the same… there is no difference between people… then why is there discrimination in India.. caste, kind, race, color and ethnicity?
Identity Attack0.11047905
Insult0.026702631
Profanity0.028913507
Threat0.008090926
Severe Toxicity0.0049972534
Low Tox 0.18459146 Moderate Con 0.318
Sep 19, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
Wow, western countries are over with, all the EU/UK/USA (no matter what Trump thinks he doing) are all to multi cultural to ever reverse this, in the 30 whites will be a minority, in 50 …
Wow, western countries are over with, all the EU/UK/USA (no matter what Trump thinks he doing) are all to multi cultural to ever reverse this, in the 30 whites will be a minority, in 50 a rarity and the world will continue, this is life baby, for all us in our 50s, sure was nice back in the day, at east we got to experience it. A culture where if one person has a job, than as many can fit in the house life for free...is basically what the one dude said, that is how they think over all.
Identity Attack0.14233272
Insult0.05144889
Profanity0.021466793
Threat0.0079873605
Severe Toxicity0.0051116943
Low Tox 0.18459146 Constructive 0.568
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
"You can take a man out of the village, but you cannot get the village out of a man". Immigration, in particular of India, as alluded in this video, is not a/the problem per se. …
"You can take a man out of the village, but you cannot get the village out of a man". Immigration, in particular of India, as alluded in this video, is not a/the problem per se. After all, more than 50% of Canada is immigrants, if you don't want to consider French and English colonizers immigrants, too. The real problem is when Indian immigrants, and truly any immigrants, DO NOT WANT TO ASSIMILATE and/or do not any effort in doing it.
Identity Attack0.23618884
Insult0.038566336
Profanity0.013302735
Threat0.007340072
Severe Toxicity0.004196167
Low Tox 0.18269104 Constructive 0.662 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
They guy that 50 years old and doesnt own a car standing with his bycycle should be CANCELLED the nerve he has yet all he owns is a bycycle
They guy that 50 years old and doesnt own a car standing with his bycycle should be CANCELLED the nerve he has yet all he owns is a bycycle
Identity Attack0.0055866763
Insult0.07428485
Profanity0.022764845
Threat0.02613456
Severe Toxicity0.004749298
Low Tox 0.18269104 Low Con 0.26 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Can confirm the local Tim Hortons to me in north east of England (which is for now majority white) started off with about 50% white employees then after bout 6 months was usually 0% white. …
Can confirm the local Tim Hortons to me in north east of England (which is for now majority white) started off with about 50% white employees then after bout 6 months was usually 0% white. They went bust a few months ago though.
Identity Attack0.23846684
Insult0.030044744
Profanity0.02836696
Threat0.009126588
Severe Toxicity0.005683899
Low Tox 0.18079062 Constructive 0.645 Fear_Threat
Feb 4, 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.