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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: "We do fine with no …" 104 comments · Page 4 of 5
My only issue is if you come here, AT LEAST LEARN THE BASICS of the language here, not speak your own language and expect people to understand or translate. That and don't bring the bad …
My only issue is if you come here, AT LEAST LEARN THE BASICS of the language here, not speak your own language and expect people to understand or translate. That and don't bring the bad mannerisms from your country here. Food and fine arts culture is fine though.
Identity Attack0.06476828
Insult0.034341812
Profanity0.020168742
Threat0.006861079
Severe Toxicity0.0033569336
Low Tox 0.13908891 Constructive 0.638
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
...and the liberals continue saying "what? no... there is no problem in Canada, everything is fine... Lets send some billions to Ukraine and Palestine, Canadians dont need it anyways..."
...and the liberals continue saying "what? no... there is no problem in Canada, everything is fine... Lets send some billions to Ukraine and Palestine, Canadians dont need it anyways..."
Identity Attack0.10221587
Insult0.030816011
Profanity0.013405213
Threat0.008259222
Severe Toxicity0.0034332275
Low Tox 0.11739369 Low Con 0.26
Aug 25, 2025 Why Canadians Are Turning Against …
Legal immigration is fine. When there’s MASS legal immigration, that’s when it becomes a problem 😂 I’m glad I’m American
Legal immigration is fine. When there’s MASS legal immigration, that’s when it becomes a problem 😂 I’m glad I’m American
Identity Attack0.057037655
Insult0.024124376
Profanity0.017777596
Threat0.0071588317
Severe Toxicity0.0030326843
Low Tox 0.11223003 Moderate Con 0.429 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
The real problem is not just people, it’s the Canadian immigration system and the loopholes IRCC has left wide open. In Punjab and other parts of India, wealthy families are arranging marriages where a girl …
The real problem is not just people, it’s the Canadian immigration system and the loopholes IRCC has left wide open. In Punjab and other parts of India, wealthy families are arranging marriages where a girl with IELTS comes to Canada, then calls her husband here. Many of these are nothing more than contract marriages, where once the boy arrives, they go their separate ways. This is blatant abuse of the system and has created a wave of people entering Canada without even basic English skills. IRCC needs to wake up and fix this. Students on study or work visas must not be allowed to bring their spouses. If someone wants to come, let them take an English test themselves and prove they’re qualified. Study permits should only be issued for genuine university students, not random private colleges being used as back doors into the country. On top of that, no work permits should be given while on a study visa. Employers who hire students illegally on cash as cheap labour should face strict penalties, heavy fines, and blacklisting. Until these loopholes are closed, Canada’s immigration system will continue to be exploited and lose credibility. IRCC, this is not immigration — this is fraud facilitated by weak laws.
Identity Attack0.05089863
Insult0.045007613
Profanity0.015147334
Threat0.0071070488
Severe Toxicity0.0025558472
Low Tox 0.1104733 Constructive 0.664 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
And the problem is they’re giving them more money than they’re giving the people of the country. Why is it? They can seem to live just fine but our own people are starving and overworked …
And the problem is they’re giving them more money than they’re giving the people of the country. Why is it? They can seem to live just fine but our own people are starving and overworked and underpaid.
Identity Attack0.010137413
Insult0.030265106
Profanity0.0137468055
Threat0.007417747
Severe Toxicity0.00166893
Low Tox 0.08637348 Moderate Con 0.433
Aug 25, 2025 216 likes Why Canadians Are Turning Against …
If you come to canada, seeking asylum, or immigrating, they should all be required to work day 1, Healthcare, fine, handouts no. Welfare no. Work. Like my family when they immigrated. All the government needs …
If you come to canada, seeking asylum, or immigrating, they should all be required to work day 1, Healthcare, fine, handouts no. Welfare no. Work. Like my family when they immigrated. All the government needs to do is set up programs with farmers, or any industry to provide worker spots. Fed Government can either top up(not preferred) or like the good old days require an employer to provide lodging, for a nominal rate, towards their total income paid(3 square included). My and countless other families/ people had to enter the country that way, and it worked. So if it ain't broke, don't fix it!
Identity Attack0.029660052
Insult0.028392024
Profanity0.0157622
Threat0.0069646453
Severe Toxicity0.0022792816
Low Tox 0.08083374 Constructive 0.78 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Immigrants to Canada are like any other immigrants, they appreceiate a chance. a chance to get ahead, to have their children get a chance. Andf those kids will be a generation fiurter awayfrom their homeland. …
Immigrants to Canada are like any other immigrants, they appreceiate a chance. a chance to get ahead, to have their children get a chance. Andf those kids will be a generation fiurter awayfrom their homeland. Three generations are real Canadians. Canadians obn trhe other hand have lost their opportunities, or wasted them anf now they resent people who are more successful. Most Canadians are working hard and doing fine.
Identity Attack0.04641757
Insult0.025026767
Profanity0.011355659
Threat0.006259101
Severe Toxicity0.0016593933
Low Tox 0.07687678 Constructive 0.694
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
According to the latest statistics, Between March and October 2017, around 15,000 refugee cases has been claimed on the Canada-US borders, over half of them have been rejected and found not eligible to be referred …
According to the latest statistics, Between March and October 2017, around 15,000 refugee cases has been claimed on the Canada-US borders, over half of them have been rejected and found not eligible to be referred to the Immigration and Refugee Board of Canada (IRB), which is the one to determine whether one is in need of Canada's protection or not. In this period, around 600 Cases were processed by the IRB, and close to 500 were officially accepted. People in the comments are freaking out over these numbers when Canada's economy needs no less than 250K immigrants per year to sustain itself. The system is working fine. Relax.
Identity Attack0.014752249
Insult0.028392024
Profanity0.02973333
Threat0.007094103
Severe Toxicity0.0020503998
Low Tox 0.06500591 Constructive 0.681
Dec 19, 2017 How much do refugees and …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
but how else can we boost GDP and claim we lead the G7 talking points that liberals love to boast about so much, country is doing just fine, isnt it?
but how else can we boost GDP and claim we lead the G7 talking points that liberals love to boast about so much, country is doing just fine, isnt it?
Identity Attack0.0073995716
Insult0.029163294
Profanity0.015591404
Threat0.006530962
Severe Toxicity0.0012588501
Low Tox 0.061444655 Low Con 0.267 Policy_Critique
Jan 22, 2026 Why Canada’s immigration system has …
It would have been interesting to know how many refugees / immigrants are actually on these programs. Don't worry though Canadians, they ONLY get as much as regular citizens get and "experts" say you'll be …
It would have been interesting to know how many refugees / immigrants are actually on these programs. Don't worry though Canadians, they ONLY get as much as regular citizens get and "experts" say you'll be just fine!
Identity Attack0.036105253
Insult0.020708188
Profanity0.0113044195
Threat0.006168481
Severe Toxicity0.0013065338
Low Tox 0.05799546 Constructive 0.547
Apr 16, 2019 1 likes How much do refugees and …
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people …
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people don't serve the Government nor any Corporation or Public/Private Partnership. This means that the Government doesn't prevent people from doing what they do and they don't use force to extort the fruit of everyone's labor to the point of enslavement. In 1896 and throughout my Grandfather's life from 1902 to 1976, one would do for themselves if they weren't working for someone else. In other words, you found something needed be done, something the community around you required or was lacking, you opened shop and got after it. You can't work today because you require licensing for everything, you require permission for everything, everything is regulated. People have it in their minds that it's so much better today then it was then, that it's "safer". But it's not, that's a lie. My family, although never wealthy, ate good food, always had a roof over their heads, plenty of family around and always had something to do or at least could always find something to work at. Most importantly, they always had hope because they had freedom. No one has any hope anymore and the people coming here aren't just bringing their culture to overtake our culture, they are coming with anger. With envy, resentment and malice. My family didn't come here with those things, they came to Canada with hope and determination to integrate and prosper with freedom. The other side of my family fled Bolshevism when they left Russia and came here and that side had the exact same hope in freedom to work hard and prosper. Now all generational wealth, freedom, prosperity and hope is all but completely stolen. We don't need more regulations. We don't need more benefits. We don't need more Government. We need less, we need it all to go away because I know for a fact, you give people the freedom to go about their lives, the society or community they form, always tends towards peaceful, prosperous organization. You give people the freedom to build and produce and they'll get after it immediately and that opens the door for all other manner of trades and skills that just fill any hole in a community or society. And that's a fact about the organizational tendencies of human beings. There's nothing stopping us from providing for ourselves but a cartel Government in the business of extortion and human enslavement. They foment chaos and division in order to justify the revoking of more freedoms to enslave more people. People themselves, they look to get along, get to work, raise families and, as best they can, enjoy life. Once we start expecting a Government to take care of us we've institutionalized prisoners who have lost all human dignity. When you "buy in" to all the rhetoric of so called autonomy, ask yourself, how autonomous are you without a family? Just because you're alone in a box in a city, stacked one on top of the other, weighted down by a landslide of rules, collecting benefits from the Government, doesn't make you autonomous. People say, "no one can afford a family". Yet those coming in have large families and they seem to be making out just fine. It's the brainwashing of our culture that set us up. Over time we've convinced the proper way to do things is everyone to grow up and go their own way, leaving each other relying on benefits from the government in old age or illness or whatever calamity might strike in life. There's always something that comes along. With family you have human resource, a plethora of skills and you have your "insurance", free of extortion. Everything that comes from a government is conditional and sooner or later their conditions rule over our condition, even though it's our labor that provides for them. The answer isn't more benefits, as I've said. The answer is simply less government, so we can all get to the business of providing for ourselves and helping our communities prosper. We need to do this with family because alone, we are all isolated and powerless. No one stands alone and a house divided cannot stand.
Identity Attack0.008768492
Insult0.027841117
Profanity0.016821137
Threat0.007249452
Severe Toxicity0.0016498566
Low Tox 0.057748068 Constructive 0.801
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
As a Canadian I actually haven't met a single Canadian that is fine with this. The issue is that Canadians don't want to be like the U.S so they vote for the opposite. The problem …
As a Canadian I actually haven't met a single Canadian that is fine with this. The issue is that Canadians don't want to be like the U.S so they vote for the opposite. The problem is that the opposite of the U.S is means exactly this.
Identity Attack0.03894114
Insult0.017088935
Profanity0.011167783
Threat0.006155535
Severe Toxicity0.0013256073
Low Tox 0.04760506 Constructive 0.596 Policy_Critique
Feb 4, 2026 Inside Canada's Indian Invasion...
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher standards and expectations foreign students might find more textually challenging and tuition-costly. Immigration or Immigrant Policy is an entirely separate entry into a foreign country vs. based on student's visa, which is timed. I would go back home and finish up school there and earn back home -- visiting other land temporarily is fine, but not live with them full-time. FYI - Canada & USA are brothers biologically -- they are Anglo-Saxon and owned both countries and everything in it. be blessed. nov2025
Identity Attack0.014450782
Insult0.018258847
Profanity0.01220964
Threat0.006738094
Severe Toxicity0.0013160706
Low Tox 0.03969839 Constructive 0.759
Nov 25, 2025 Quebec Ends Economic Immigration Program …
They don't even have camera to put fine ?
They don't even have camera to put fine ?
Identity Attack0.0030338243
Insult0.01632893
Profanity0.014634945
Threat0.0074048014
Severe Toxicity0.0011920929
Low Tox 0.03828422 Low Con 0.214 Question
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Check Tim Hortons and every job Indian students are working and heavily fine the employers.
Identity Attack0.025605056
Insult0.014504919
Profanity0.011628932
Threat0.006686311
Severe Toxicity0.0011730194
Low Tox 0.03828422 Moderate Con 0.464
Oct 24, 2025 IRCC Names India in Study …
2:03 everything would be fine if everyone followed these rules
2:03 everything would be fine if everyone followed these rules
Identity Attack0.010581387
Insult0.011692902
Profanity0.021056883
Threat0.009955117
Severe Toxicity0.002632141
Low Tox 0.038048524 Low Con 0.241 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This proof that India just needs the Canada system over there and they will be fine
This proof that India just needs the Canada system over there and they will be fine
Identity Attack0.022188433
Insult0.013402912
Profanity0.0147374235
Threat0.007068211
Severe Toxicity0.0016498566
Low Tox 0.034513097 Low Con 0.125
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower …
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower to middle class ) would say things are fine and if we took a moment to get opinions in a couple cities or even towns in Canada ( Ontario specifically) and ask the lower to middle class we will see just how negative the impact is on us.
Identity Attack0.017967897
Insult0.0142009165
Profanity0.009920971
Threat0.006162008
Severe Toxicity0.00084400177
Low Tox 0.032863233 Constructive 0.75
Aug 31, 2025 8 likes Why Canadians Are Turning Against …
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
Identity Attack0.00932346
Insult0.012604907
Profanity0.011697251
Threat0.006550381
Severe Toxicity0.0009012222
Low Tox 0.031213367 Constructive 0.512 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
My very small town of 3-4k has a handful of Indian owned businesses. They're fine, friendly folk in my experience.
My very small town of 3-4k has a handful of Indian owned businesses. They're fine, friendly folk in my experience.
Identity Attack0.021585498
Insult0.010780896
Profanity0.020100424
Threat0.0076507707
Severe Toxicity0.00166893
Low Tox 0.028856417 Constructive 0.703 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less than the $57k/yr is considered lower class. So, again, another indicator that the Canadian government doesn't actually care about the middle class and is fine seeing it dwindle further.
Identity Attack0.008065533
Insult0.015568925
Profanity0.011116544
Threat0.00598724
Severe Toxicity0.00076293945
Low Tox 0.02873857 Constructive 0.641
Jan 3, 2026 5 likes New rules, regulations take effect …
Meanwhile, the CBC: Everything is fine keep being polite and smile
Meanwhile, the CBC: Everything is fine keep being polite and smile
Identity Attack0.002830336
Insult0.01309891
Profanity0.010723713
Threat0.0062137907
Severe Toxicity0.0007867813
Low Tox 0.022256956 Low Con 0.212
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian, what do we do? Every entry to mid level job has been taken by the fine folks in the video, never mind what has happened to the housing market.
As a Canadian, what do we do? Every entry to mid level job has been taken by the fine folks in the video, never mind what has happened to the housing market.
Identity Attack0.004587734
Insult0.0113509
Profanity0.010809111
Threat0.0059678215
Severe Toxicity0.000705719
Low Tox 0.021196328 Constructive 0.503 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The Canadian government is so vocally against becoming the 51st state, but are apparently perfectly fine with being the 29th state.
The Canadian government is so vocally against becoming the 51st state, but are apparently perfectly fine with being the 29th state.
Identity Attack0.007843546
Insult0.010210892
Profanity0.009613537
Threat0.0062396824
Severe Toxicity0.0007343292
Low Tox 0.017215505 Low Con 0.158 Humor_Satire
Jan 27, 2026 1,581 likes 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.