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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: "This has been happening to …" 755 comments · Page 16 of 31
Letting in too many at a time makes them not integrate properly into our society. They keep among themselves and this is what happened. Another Liberal made disaster.
Letting in too many at a time makes them not integrate properly into our society. They keep among themselves and this is what happened. Another Liberal made disaster.
Identity Attack0.10221587
Insult0.11172232
Profanity0.016752819
Threat0.011042561
Severe Toxicity0.0044441223
Low Tox 0.23451406 Low Con 0.249
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's the saddest most demoralizing thing to happen to Canada. These people came here. They don't want to integrate. They have a dislike for the local population. ... At my workplace THEY are pushing out …
It's the saddest most demoralizing thing to happen to Canada. These people came here. They don't want to integrate. They have a dislike for the local population. ... At my workplace THEY are pushing out Canadian people. They get into management and discriminate against everyone else.
Identity Attack0.19495805
Insult0.08582769
Profanity0.016069634
Threat0.008582866
Severe Toxicity0.0051879883
Low Tox 0.23451406 Constructive 0.519 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is making me feel ill. I can’t stand what’s happening to Canada. Or should I say new, new deli
This is making me feel ill. I can’t stand what’s happening to Canada. Or should I say new, new deli
Identity Attack0.07921951
Insult0.07808672
Profanity0.026863953
Threat0.01187109
Severe Toxicity0.005760193
Low Tox 0.23235008 Moderate Con 0.46 Fear_Threat
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
We all know it’s happening. It’s time to crack down. While I like Vassy I don’t know she’s pushing back so hard. It is common sense. If you abuse the system you need to be …
We all know it’s happening. It’s time to crack down. While I like Vassy I don’t know she’s pushing back so hard. It is common sense. If you abuse the system you need to be kicked out of the country and we aren’t wasting our $ on you.
Identity Attack0.009767435
Insult0.07428485
Profanity0.085167445
Threat0.13650303
Severe Toxicity0.008010864
Low Tox 0.23235008 Constructive 0.6 Policy_Critique
Feb 25, 2026 1 likes 'We do know that there's …
And for some reason this is happening only in white majority countries by their own governments.
And for some reason this is happening only in white majority countries by their own governments.
Identity Attack0.27798235
Insult0.03827355
Profanity0.030138692
Threat0.008272167
Severe Toxicity0.005378723
Low Tox 0.23198941 Low Con 0.196
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Why is carnage carney and truedumb letting this happen?
Why is carnage carney and truedumb letting this happen?
Identity Attack0.004162259
Insult0.16839184
Profanity0.06295506
Threat0.0072365063
Severe Toxicity0.0037193298
Low Tox 0.23198941 Low Con 0.165 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your …
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your hometown in India, it should look like Canada. End this madness.
Identity Attack0.1714862
Insult0.10148193
Profanity0.024677763
Threat0.0089712385
Severe Toxicity0.004005432
Low Tox 0.23162876 Constructive 0.504
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing …
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing it are the Albino Smurfs, "the champions of the oppressed." This situation is apparently happening all over the West.
Identity Attack0.2700233
Insult0.07998765
Profanity0.020100424
Threat0.00756015
Severe Toxicity0.0059890747
Low Tox 0.2312681 Moderate Con 0.432 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy and provide quick citizenship to increase the voter pool... When the same playbook is happening in all the other western countries, it is not a coincidence but a serious and coordinated global plan. FIND SOME COURAGE to say what really is taking place....but you won't. If you need a quick reminder, take a look at what just happened in Spain - 500,000 new immigrants that will be given quick landed immigrant status allowing them to vote!!!!!
Identity Attack0.040745795
Insult0.15698463
Profanity0.028913507
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.23090743 Constructive 0.522 Unverified_Claim
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see student housing being built and the rent is cheap! My rent has gone up twice in 2 years. Nothing is available under 1300 unless you rent a room. Nobody can change my traditions because they are mine and dont affect anyone. Groceries are unreal. I dont have a car anymore. I dont have children or a partner. Social time or entertainment is this. Youtube and my 2 dogs one of which now needs a leg amputation as she has cancer in her paw. I have a gofundme but its slow. But i see other pet owners that have them and because they use their pet as their unpaid actor they have made the money needed in days. Im just offering paperwork,proof,photos,making beaded collars,to try and make more. Im trying to open my own business doing nails. But callbacks from offices are not happening. My mental health has suffered since I was 18. I am gen x. Being a minority doesnt mean i get whatever i want either.
Identity Attack0.18235919
Insult0.082866095
Profanity0.052934792
Threat0.0077802283
Severe Toxicity0.0065231323
Low Tox 0.23090743 Constructive 0.813
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
You will be replaced. What happened in SAfrica to those frmers will happen to you.
You will be replaced. What happened in SAfrica to those frmers will happen to you.
Identity Attack0.09824528
Insult0.053791173
Profanity0.022764845
Threat0.13144556
Severe Toxicity0.008773804
Low Tox 0.22846605 Low Con 0.231
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
This is so horrifying. Why do western people keep letting this happen to their countries?
This is so horrifying. Why do western people keep letting this happen to their countries?
Identity Attack0.10221587
Insult0.06372428
Profanity0.050680235
Threat0.009230154
Severe Toxicity0.0049972534
Low Tox 0.22445217 Moderate Con 0.338 Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I seen the same thing happening in California. It's in small towns adjacent to the 5 freeway in the Grapevine area . North of Magic Mountain. You'll see mostly only Indian stores and restaurants. Indiana …
I seen the same thing happening in California. It's in small towns adjacent to the 5 freeway in the Grapevine area . North of Magic Mountain. You'll see mostly only Indian stores and restaurants. Indiana don't like to assimilate to American cultures.
Identity Attack0.28622448
Insult0.046178754
Profanity0.024609445
Threat0.007586042
Severe Toxicity0.0052261353
Low Tox 0.22445217 Constructive 0.684
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even …
Thank you for shining a light on this. Our country is being invaded by a hostile force and the government is allowing it to happen. The fake colleges which are riddled with fraud aren’t even being investigated and in fact, are bankrolling the invasion.
Identity Attack0.031980325
Insult0.15343215
Profanity0.016547862
Threat0.008323951
Severe Toxicity0.0033950806
Low Tox 0.22445217 Moderate Con 0.419 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a takeover of Canada with the assistance of quisling politicians. The very ones he votes for by-the-way. Kali is funded by rich Indian billionaires. End-game 2100. When Canada be little more than offshore state of India. Well recently his son was laid off from his job. Replaced by a lower paid Indian worker as prophesied would gradually happen to native workers by whoever outed Project Kali four decades back. Low & behold his lad is now looking to move overseas. Surprise, surprise. My mate has become a big believer in Project Kali. Now even wants an Alberta free of Ottawa.
Identity Attack0.14661247
Insult0.1469393
Profanity0.026454043
Threat0.009955117
Severe Toxicity0.0061798096
Low Tox 0.22311419 Constructive 0.529 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
These politicians need to be held accountable!! They think they are above the people that they represent. Corruption and lies are the fundamental platform for Federal, Provincial and Municipal governing bodies in this country. Our …
These politicians need to be held accountable!! They think they are above the people that they represent. Corruption and lies are the fundamental platform for Federal, Provincial and Municipal governing bodies in this country. Our politicians are living a life of rockstars and Hollywood actors while the rest of the country is struggling to put food on the table. Take away the hefty wages and pensions and let’s see how many people want to be politicians then. What happened to accountability in this country?! There is no accountability anywhere! All you hear and see is excuses and lies!
Identity Attack0.017364962
Insult0.16861114
Profanity0.020373698
Threat0.008129764
Severe Toxicity0.003452301
Low Tox 0.22043827 Moderate Con 0.435
Oct 2, 2025 IRCC Names India in Study …
You May Be Wondering, "Why Should I Care About What's Happening In The UK? There Is A Chance That In The Next Few Decades, CANADA Will Become an INDIAN-Majority Nation
You May Be Wondering, "Why Should I Care About What's Happening In The UK? There Is A Chance That In The Next Few Decades, CANADA Will Become an INDIAN-Majority Nation
Identity Attack0.25140062
Insult0.061451588
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077056885
Low Tox 0.22043827 Low Con 0.279 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's …
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's true for every immigrant community that emigrated from Europe as well. You have Irish immigrant towns, little Italy's, China towns, little India's, polish neighborhoods in Chicago etc ...these kind of neighborhoods are all over north America (USA & Canada). This is natural. Assimilation happens in 1 or 2 generations. Economic expansion and fulfilling social security benefits for the older generation needs population growth and a new younger workforce. This is achieved thru immigration of skilled labor force of all kinds. Population dynamics and demographics keep changing all the time and it has happened thru out human history. Now we are living in an interconnected and inter dependent world. It's better to adapt to change and move on and retain your loyalty to the country they migrated to and contribute positively to their economy and try to assimilate as much as possible and be aware of the sensitivities. This new immigration is from Asia and they are of different ethnicities and cultural background unlike european immigration that happened earlier. So some backlash to these new people's is to be expected and there will be lot of scapegoating and stereotypical epithets that will employed to demonize the new immigrant groups. We all have to adjust assimilate and move on in this great circle of life.
Identity Attack0.18705739
Insult0.08582769
Profanity0.027410502
Threat0.012440704
Severe Toxicity0.0062179565
Low Tox 0.2191003 Constructive 0.732 Comparative_Framing
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
‼️ Love your channel ‼️ But you are better than selling your viewers & sponsoring a Company that, scams people & take their time. Your sponsor / Free Cash -Gaming Service Provider. Here is some …
‼️ Love your channel ‼️ But you are better than selling your viewers & sponsoring a Company that, scams people & take their time. Your sponsor / Free Cash -Gaming Service Provider. Here is some information on the company- It’s not guaranteed, and larger rewards or complex tasks are much more likely to lead to disputes, denials, or long waits before (or if) payment happens. Freecash is not a reliable source!
Identity Attack0.009286462
Insult0.07935401
Profanity0.058445938
Threat0.0086087575
Severe Toxicity0.004673004
Low Tox 0.21642438 Moderate Con 0.453
Jan 27, 2026 Inside Canada's Indian Invasion...
It's done on purpose = 100 million people for 2100 in 75 years Magically the same problem is happening to white countries around the world
It's done on purpose = 100 million people for 2100 in 75 years Magically the same problem is happening to white countries around the world
Identity Attack0.23846684
Insult0.03522326
Profanity0.029888187
Threat0.009722093
Severe Toxicity0.0059509277
Low Tox 0.21107252 Low Con 0.203 Unverified_Claim
Jun 16, 2025 1 likes How Canada broke its immigration …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like this before. Want change clean up this liberal government. Its liberal supporters that allow this.
Identity Attack0.11976352
Insult0.13064787
Profanity0.014771583
Threat0.007262398
Severe Toxicity0.0036239624
Low Tox 0.21107252 Constructive 0.565 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
its the same over in the UK they have all this info and yet it just keep happening. its funny how easy it is to get hold of these trafficker's
its the same over in the UK they have all this info and yet it just keep happening. its funny how easy it is to get hold of these trafficker's
Identity Attack0.06158508
Insult0.12159709
Profanity0.051431753
Threat0.010395273
Severe Toxicity0.0046920776
Low Tox 0.20572066 Moderate Con 0.365 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Basically all you did was amplify racist voices , you did no research of your own. Had no numbers on how much taxes the city of brampton collects but had to show a clip of …
Basically all you did was amplify racist voices , you did no research of your own. Had no numbers on how much taxes the city of brampton collects but had to show a clip of people saying they dont pay taxes. You had no numbers on how much food the gurudwaras and temples donate. All you were opposed to were large number of people from india living together. Isn't that what happens in every immigrant community. Chinatown in SanFranscisco , Little Italy in Manhattan , Little Havana in Florida.
Identity Attack0.15303208
Insult0.082866095
Profanity0.014532468
Threat0.0065697995
Severe Toxicity0.004310608
Low Tox 0.20572066 Constructive 0.63 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The issue with Canada is that, when Europeans came here, they didn't integrate with native Indians, didn't accept their traditions/lanuages but brought their own European culture/traditions and languages and named it as a Canadian Culture. …
The issue with Canada is that, when Europeans came here, they didn't integrate with native Indians, didn't accept their traditions/lanuages but brought their own European culture/traditions and languages and named it as a Canadian Culture. The reason why Europenas were able to take over the whole Canada and impose English and French language is that European culture was strong, then brown/black/asian people are moved to Canada and they are brought their own culture/languages, but the brown culture really stood up and sustained because their culture was strong like europeans and more of them are still coming. the history is repeating itself because of politicians in power. People on the both sides are not willing to listen the other side, for example, citizens think that international students are creating the a here, doing cash jobs but they don't see that this coutntry that charged them $9k/term tution fees can't even provide them a job forcing them to work illigally and commit crimes, and on the other side Internation students think that citizens hate us because they are brown but big NO citizens are frustrated because they have no jobs and immigrants are not integrating themselves among other communities. Higher unemployment = higher crime = more = higher division among people, ALL THIS IS HAPPENING BECAUSE THE GOVERNMENT IS ALLOWING.
Identity Attack0.2783691
Insult0.0670459
Profanity0.027683776
Threat0.007819066
Severe Toxicity0.0063705444
Low Tox 0.20572066 Constructive 0.74
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.