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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 is nothing!!! You should …" 542 comments · Page 12 of 22
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, …
Good journalism, it's good to get out and hear what people are thinking. In viewing, it occurs to me that it's hard for white people, and maybe Christians, to understand some Asians. I'm an American, so-called white American, and love Sanatana Dharm, or what most people call Hinduism - that term should soon be forgotten. Anyway, this video shows a variety of people called Indians but whom are vastly different in belief. So much so, they maybe fighting in India but abroad, they stick together. Islam and most Indian philosophies (they are not religions as there is no overarching institution or organization) feed the "devotees" several times a day...it is a part of the culture, shared meals with those who share faith. The Indians, they basically want a better life and will send money home. Muslims will buy land through a trust and then buy more and more. I don't know about Canada, but there are no such cultures in America - well, the Church has bought a lot of land but does nothing to serve people. The Mormons have land and a strong daily schedule, some community churches have very strong programs, but as a whole, The Church has done nothing to make itself appealing and therefore, there's no opposite or equal force. What to do? and as far as assimilating, yes, they should, but to what? Should they start playing hockey, drinking beer, etc. The second gen might. The West has lost it's way and religion isn't the solution but a culture not so decadent would be a good start.
Identity Attack0.28034934
Insult0.06722072
Profanity0.075792134
Threat0.014911477
Severe Toxicity0.008888245
Low Tox 0.2359567 Constructive 0.847
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire …
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire only Indians from India, why is this you ask? subsidize workers? Tim Hortons, Knows. Brampton is now India. I am myself and my tradesmen and I’m disgusted with the amount of taxes that we all pay to subsidize the open border we have in this country. Why? Are we shipping in people that are just gonna get on welfare and provide nothing to this country why is our government still promoting our healthcare system and other countries in order to get people here for some reason our government is selling this country down the drain for some kind of political gain. Well, it’s all financial game but at some point it has to stop. We are the next UK.
Identity Attack0.20483385
Insult0.089778624
Profanity0.06345607
Threat0.010731863
Severe Toxicity0.008010864
Low Tox 0.23523538 Constructive 0.651 Economic_Argument
Jan 1, 2026 Deportations From Canada at Their …
It’s just so lovely how some people insist they own this country, even though their great-great-grandparents were, historically speaking, the original undocumented immigrants. Nothing says 'true Canadian' quite like a conveniently selective memory about history! …
It’s just so lovely how some people insist they own this country, even though their great-great-grandparents were, historically speaking, the original undocumented immigrants. Nothing says 'true Canadian' quite like a conveniently selective memory about history! And speaking of people who 'established' things: Have you noticed all the homeless folks? They’re overwhelmingly non-brown people. It’s almost baffling—here they are, the supposed descendants of 'pioneers' who’ve had centuries to 'build and settle,' and yet they apparently still couldn't manage to establish anything for themselves. I guess that superior heritage and centuries of head-start didn't quite translate into a sturdy roof, did it? How wonderfully ironic
Identity Attack0.24293575
Insult0.08484049
Profanity0.02433617
Threat0.007870848
Severe Toxicity0.0061798096
Low Tox 0.23523538 Constructive 0.546
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The all need to leave. If nothing is done they will destroy Canada.
The all need to leave. If nothing is done they will destroy Canada.
Identity Attack0.060220852
Insult0.036325075
Profanity0.021398475
Threat0.17964768
Severe Toxicity0.0076293945
Low Tox 0.23451406 Low Con 0.159 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Guy on the bike is spitting nothing but facts
Guy on the bike is spitting nothing but facts
Identity Attack0.0074365693
Insult0.13607834
Profanity0.07967158
Threat0.008556974
Severe Toxicity0.0049209595
Low Tox 0.2330714 Low Con 0.27 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
Refugee don't get anything not money in our Warfare nothing you just a peanut money is not going to help the refugee
Refugee don't get anything not money in our Warfare nothing you just a peanut money is not going to help the refugee
Identity Attack0.16801116
Insult0.07396803
Profanity0.029050145
Threat0.008440462
Severe Toxicity0.0061035156
Low Tox 0.23198941 Low Con 0.216
Dec 23, 2017 How much do refugees and …
there's nothing lite or funny about racism
there's nothing lite or funny about racism
Identity Attack0.16373143
Insult0.04383647
Profanity0.054437835
Threat0.009540852
Severe Toxicity0.008010864
Low Tox 0.23198941 Low Con 0.134 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming …
All this tough talk and posturing but no actions on the ground. I love that she is trying to get answers and holding people accountable but in reality nothings changing. Students and immigrants keep coming in. They just don’t give a f$@* about Canadian laws because no one has seen any consequences!
Identity Attack0.053399716
Insult0.082619295
Profanity0.257327
Threat0.0072753434
Severe Toxicity0.007171631
Low Tox 0.23162876 Constructive 0.59 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many …
Sad to see the racist comments both in the video as well as in the comments. There is no doubt that Canada took too many immigrants in the past 5-7 years. The reasons are many - and the blame goes on both the provincial conservatives and federal liberals. The tuition freeze in Ontario caused colleges and universities to treat foreign students as an ATM to balance their budgets. Foreign enrollments skyrocketed, especially in colleges, with students paying top dollar for dubious degrees with no job prospects. This put strains on the job market, and the housing/rental market. As an educated Indian-American who now lives in Canada, it pains me to see my fellow countrymen dominating Uber, Uber Eats, Bicycle food delivery and Tim Hortons. No one uproots everything in their home country and comes all the way for this. Most of these people are here legally and they work really hard. A last word - leaving aside the Khalistan issue that has caused a wedge between Hindus and Sikhs - the Indian diaspora, especially the Sikh, are amazing in the amount of charitable work that they do. Their concept of seva is unmatched. No one goes hungry when there is a Gurdwara around, as there is always free nutritious food. Same is true for temples. Even a young poor Steve Jobs ate at Iskcon temples. Last point - while some of Canada's problems are because of excessive immigration, Canada would be nothing without immigrants. The population would decline, with a native fertility rate of under 1.4, and entitlement programs would be in deep trouble.
Identity Attack0.14019285
Insult0.123407245
Profanity0.016752819
Threat0.007586042
Severe Toxicity0.004787445
Low Tox 0.23090743 Constructive 0.813
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
What a weak position. You don't need to justify the precise impact of giving out free healthcare to foreigners to know its wrong. We owe them nothing, send them home. We are not a charity.
What a weak position. You don't need to justify the precise impact of giving out free healthcare to foreigners to know its wrong. We owe them nothing, send them home. We are not a charity.
Identity Attack0.1769227
Insult0.077136256
Profanity0.017094411
Threat0.009307829
Severe Toxicity0.0044441223
Low Tox 0.22980402 Moderate Con 0.352 Moral_Argument
Feb 23, 2026 56 likes 'We do know that there's …
They are definitely gaming the system. It's waaaaay too permissive. It's rough. Systems based on honor and lack of corruption get used when people used to bribery and corruption (most Indian politics, policies, taxes, etc) …
They are definitely gaming the system. It's waaaaay too permissive. It's rough. Systems based on honor and lack of corruption get used when people used to bribery and corruption (most Indian politics, policies, taxes, etc) will use the hell out of it. That's why it works in places like Denmark, Finland, etc. They don't let just ANYONE in, it's actually quite difficult. Nothing wrong with Immigration as long as the immigrants assimilate and do so legally.
Identity Attack0.17769934
Insult0.07301756
Profanity0.17055123
Threat0.008259222
Severe Toxicity0.0077819824
Low Tox 0.22445217 Constructive 0.689 Policy_Critique
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
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 …
Nothing CBC says is believable. They lie, contradict and omit information at will. Its time to think about demanding accuracy or getting rid of this national waste of money. What is the point of having …
Nothing CBC says is believable. They lie, contradict and omit information at will. Its time to think about demanding accuracy or getting rid of this national waste of money. What is the point of having news, if it is mostly one sided and bull?
Identity Attack0.0075845607
Insult0.16817254
Profanity0.02167175
Threat0.0083886795
Severe Toxicity0.0029754639
Low Tox 0.22043827 Low Con 0.228
Feb 20, 2018 How much do refugees and …
I visited Niagara Falls this summer. NOTHING BUT INDIANS.
I visited Niagara Falls this summer. NOTHING BUT INDIANS.
Identity Attack0.25140062
Insult0.057890166
Profanity0.037904397
Threat0.008789998
Severe Toxicity0.008392334
Low Tox 0.21776234 Moderate Con 0.377 Fear_Threat
Nov 21, 2025 Inside Canada's Indian Metropolis (Brampton)
9:15 oh God, the smell of that room full of shoes was nothing but pleasant I bet 😅
9:15 oh God, the smell of that room full of shoes was nothing but pleasant I bet 😅
Identity Attack0.013244915
Insult0.033239998
Profanity0.10982819
Threat0.009877442
Severe Toxicity0.009841919
Low Tox 0.21107252 Moderate Con 0.488 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
You all can be sick of it yet nothing will ever change under the liberal government
You all can be sick of it yet nothing will ever change under the liberal government
Identity Attack0.02128403
Insult0.097093195
Profanity0.043165036
Threat0.009955117
Severe Toxicity0.003643036
Low Tox 0.20572066 Low Con 0.175
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I have to travel to Montreal for work relatively often. Driving in Montreal is insane, it’s like nothing I’ve ever seen in the US. You see those videos from India where there are cars everywhere …
I have to travel to Montreal for work relatively often. Driving in Montreal is insane, it’s like nothing I’ve ever seen in the US. You see those videos from India where there are cars everywhere forcing their way in and everyone is driving like 5mph - that’s like every Montreal on-ramp…
Identity Attack0.078392304
Insult0.123407245
Profanity0.033645786
Threat0.0077284453
Severe Toxicity0.0044059753
Low Tox 0.2043827 Constructive 0.548
Jan 27, 2026 Inside Canada's Indian Invasion...
Your research it flawed, I live in London not to far from Brampton, I worked for Tim Hortons for 10 years and quite because the company is awful to their employees, race has nothing to …
Your research it flawed, I live in London not to far from Brampton, I worked for Tim Hortons for 10 years and quite because the company is awful to their employees, race has nothing to do with it.
Identity Attack0.060220852
Insult0.09855611
Profanity0.027547138
Threat0.006602164
Severe Toxicity0.0033569336
Low Tox 0.20335422 Constructive 0.752 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
lost me at only "1 million" and again at "the cut back in staffing". Nothing about the student visas fraud, ELMIA fraud, open borders that have created. Probably a lawyer that makes big dough from …
lost me at only "1 million" and again at "the cut back in staffing". Nothing about the student visas fraud, ELMIA fraud, open borders that have created. Probably a lawyer that makes big dough from mass immigration. This "news" downplays it big time. No shame
Identity Attack0.021987455
Insult0.11978693
Profanity0.018255826
Threat0.0074565844
Severe Toxicity0.0031471252
Low Tox 0.20312156 Moderate Con 0.449
Jan 20, 2026 Why Canada’s immigration system has …
We brought a ton of people in who can’t communicate and have absolutely nothing in common with Canadians.
We brought a ton of people in who can’t communicate and have absolutely nothing in common with Canadians.
Identity Attack0.17381613
Insult0.08459369
Profanity0.013985921
Threat0.0063238298
Severe Toxicity0.0038528442
Low Tox 0.20312156 Moderate Con 0.357
Jun 19, 2025 423 likes How Canada broke its immigration …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why he keeps them in their respective portfolio? But he absolutely needs to be also removed He is doing so much harm to Canada as this 70 yr old has never seen in her entire adult life He has done nothing to repair the relationship with USA Which he has to repair No instead he is working on China Go figure why Because they are a communist regime Whereas the USA is a democracy and solvant democracy such as our own and as far back Canada use to have a rather strong relationship with them But now its not Why? These are the kind of questions that should be asked Why Because CTV and CBC Are our CNN NBC Equivalent of fake news And totally Libéral bias
Identity Attack0.010063417
Insult0.16751462
Profanity0.020168742
Threat0.013631714
Severe Toxicity0.0051498413
Low Tox 0.20312156 Moderate Con 0.448 Call_To_Action
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
liberals can change nothing, Only one thing can change is liberals
liberals can change nothing, Only one thing can change is liberals
Identity Attack0.109318495
Insult0.0806213
Profanity0.023721304
Threat0.009100696
Severe Toxicity0.0044822693
Low Tox 0.20242359 Low Con 0.092 Humor_Satire
Feb 24, 2026 'We do know that there's …
I WAS EXTORTED AND NOTHING HAPPENED
I WAS EXTORTED AND NOTHING HAPPENED
Identity Attack0.022992345
Insult0.029053112
Profanity0.0838743
Threat0.048481647
Severe Toxicity0.011672974
Low Tox 0.20242359 Low Con 0.267 Personal_Narrative
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers …
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers have to pay it while we are out working everyday while they get to do nothing the minimum it makes me si mad...canada is suffering because of it now worst thing they ever did was ket them all over her canada is ruined now !!!!
Identity Attack0.03919895
Insult0.08508729
Profanity0.02030538
Threat0.010938995
Severe Toxicity0.0046539307
Low Tox 0.20219094 Moderate Con 0.48 Moral_Argument
Aug 26, 2025 How much do refugees and …

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.