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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 problem I have is …" 969 comments · Page 27 of 39
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that theres an "immigration" problem, the refusal to adapt and assimilate feels like a slap in the face especially when the same few will talk I'll of the same system they benefit from. HOWEVER I don't think it's good to lump all of these problems together and dump collective blame on immigrants. For 1, all this immigration and policies have happened under a liberal government and y'all voted then in, AGAIN. - clearly you're not THAT desperate for change. 2nd. Are the ones saying they can't find work willing to work in trades? General laborers making $25-$30+++ No experience required. Tradespeople are glad to teach people willing to work hard and learn.. What about warehouse work? Apply to your 5 closest warehouses, I guarantee youll get in 1.. ALSO the government IS willing to help Canadians get little certifications like forklift, smartserve, CPR.. Career colleges can help with training (e.g - computer) as well as soft skills. So yeah, I wonder if it's people being just as picky as they were when Canada wasn't in the economical shitter it is in rn? Maybe Im far luckier or fortunate than most? Maybe expectations are too high? Maybe some stubbornly refuse assistance they are entitled to? Im not sure, but I do sympathize/empathize with you guys, I hope you all can "get through". I pray we can find solutions to this insane cost of living / broken housing market / price gouging / tiny group of business owners having a complete market control and a monopoly on everything thing we need to survive - without competition, limitations or government regulation🫩. Stay strong Canada! 💙Don't let the hate consume you!❤️ 🇨🇦We will overcome🇨🇦
Identity Attack0.09410924
Insult0.04383647
Profanity0.04867618
Threat0.009799767
Severe Toxicity0.004501343
Low Tox 0.11429678 Constructive 0.869 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Parallel societies are a problem regardless of where they are. Just look at Sweden
Parallel societies are a problem regardless of where they are. Just look at Sweden
Identity Attack0.09576365
Insult0.02618698
Profanity0.023789622
Threat0.007961469
Severe Toxicity0.0028038025
Low Tox 0.11429678 Low Con 0.247 Comparative_Framing
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I think immigration is just one of the surfaces issues that we are facing, too many people get stuck in them instead of the real problem, which is government corruption and greed. If we don’t …
I think immigration is just one of the surfaces issues that we are facing, too many people get stuck in them instead of the real problem, which is government corruption and greed. If we don’t learn from history, we are doomed to repeat it
Identity Attack0.0543092
Insult0.036545437
Profanity0.016411226
Threat0.00704232
Severe Toxicity0.0024414062
Low Tox 0.1140901 Constructive 0.524 Policy_Critique
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Big business lobbying got us here, the liberals don't ever really put out a policy statement like other parties do. They really don't stand for anything. That has always been the problem, they are the …
Big business lobbying got us here, the liberals don't ever really put out a policy statement like other parties do. They really don't stand for anything. That has always been the problem, they are the "whats trending now" party. No clear core values, campaign on one thing, do another, that is why they are untrustworthy .
Identity Attack0.017063495
Insult0.06739554
Profanity0.013712646
Threat0.0064532873
Severe Toxicity0.0016403198
Low Tox 0.1140901 Moderate Con 0.404
Jun 19, 2025 1 likes How Canada broke its immigration …
Don't believe it, what happened to the students? Also, the same people who made the problem are saying "trust us bro" we are fixing things....get outta here.
Don't believe it, what happened to the students? Also, the same people who made the problem are saying "trust us bro" we are fixing things....get outta here.
Identity Attack0.007214582
Insult0.035443626
Profanity0.02126184
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11398677 Moderate Con 0.341
Dec 30, 2025 Deportations From Canada at Their …
They are a problem in all western British countries .
They are a problem in all western British countries .
Identity Attack0.06613251
Insult0.03665562
Profanity0.020988565
Threat0.0071199946
Severe Toxicity0.0027275085
Low Tox 0.11388343 Moderate Con 0.369 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The problem with consultancy and agents doing false promises to student about canada dream getting easy pr and few communities also involved in canada.canada government an NDP opposition want illegal immigrants for they political benefits.
The problem with consultancy and agents doing false promises to student about canada dream getting easy pr and few communities also involved in canada.canada government an NDP opposition want illegal immigrants for they political benefits.
Identity Attack0.073429056
Insult0.046764325
Profanity0.011184863
Threat0.006427396
Severe Toxicity0.0017929077
Low Tox 0.11378009 Constructive 0.504
Sep 28, 2025 IRCC Names India in Study …
Our government is the problem, they let this happen. Sorry they made this happen. Assimilate or get out. We the north strong and FREE. What happen to that
Our government is the problem, they let this happen. Sorry they made this happen. Assimilate or get out. We the north strong and FREE. What happen to that
Identity Attack0.020681098
Insult0.03588435
Profanity0.018734055
Threat0.008065036
Severe Toxicity0.0025177002
Low Tox 0.11367676 Low Con 0.297 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
The problem: we still have technocrats that think more people are essential to "growth". That an expanded economically bottom of the ladder work forces will somehow "pay for our (indexed!) pension system". The liberal mindset …
The problem: we still have technocrats that think more people are essential to "growth". That an expanded economically bottom of the ladder work forces will somehow "pay for our (indexed!) pension system". The liberal mindset still believes this bunkum. And the Liberals are still running our immigration system.
Identity Attack0.030691283
Insult0.06267534
Profanity0.018255826
Threat0.0063950317
Severe Toxicity0.0019836426
Low Tox 0.11347008 Moderate Con 0.349 Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
We are headed to bigger problems....just at look at the UK . Violence and pendulum swings are forseen.
We are headed to bigger problems....just at look at the UK . Violence and pendulum swings are forseen.
Identity Attack0.042292643
Insult0.027841117
Profanity0.014259194
Threat0.030623792
Severe Toxicity0.0033569336
Low Tox 0.11347008 Moderate Con 0.34 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate …
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate people,Canada is place of educated people especially into government institutions which be police department,which be army department,which be intelligent department,parliament members should focus on merit base and democracy.
Identity Attack0.03636306
Insult0.0638991
Profanity0.011406898
Threat0.008155655
Severe Toxicity0.002708435
Low Tox 0.11316007 Moderate Con 0.383 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
All these problems caused by fraud, begin with a Canadian taking bribes to look the other way and RCMP&BorderPatrol found ish. The politicians are now seeking mileage as if they just found out about non …
All these problems caused by fraud, begin with a Canadian taking bribes to look the other way and RCMP&BorderPatrol found ish. The politicians are now seeking mileage as if they just found out about non compliance today. Nothing will change I am sorry.. but pockets will be lined.
Identity Attack0.034300596
Insult0.06023245
Profanity0.012926984
Threat0.007534259
Severe Toxicity0.0020885468
Low Tox 0.11305673 Moderate Con 0.353
Oct 1, 2025 IRCC Names India in Study …
I’m so glad someone made a video about this. I left Canada because of this problem over my Middle East country. It’s literally better here. Canada is a big bubble. It ain’t worth to live …
I’m so glad someone made a video about this. I left Canada because of this problem over my Middle East country. It’s literally better here. Canada is a big bubble. It ain’t worth to live in there.
Identity Attack0.09328204
Insult0.032468732
Profanity0.017914234
Threat0.007417747
Severe Toxicity0.0030899048
Low Tox 0.112746716 Constructive 0.548 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
No problem with the video, but bro change the thumbnail it clearly looks like you are trying to push an agenda, Brampton is clean in the actual video
No problem with the video, but bro change the thumbnail it clearly looks like you are trying to push an agenda, Brampton is clean in the actual video
Identity Attack0.010433395
Insult0.028722567
Profanity0.029050145
Threat0.01101667
Severe Toxicity0.0043296814
Low Tox 0.112643376 Moderate Con 0.441 Meta_Commentary
Feb 3, 2026 3 likes Inside Canada's Indian Invasion...
Because the government is the problem
Because the government is the problem
Identity Attack0.019575719
Insult0.05144889
Profanity0.023243073
Threat0.0071199946
Severe Toxicity0.0018787384
Low Tox 0.112643376 Low Con 0.181 Policy_Critique
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
$50K in the first year? I should have applied as a refugee instead of skilled worker 😂, instead of spending $10k just in immigration paperwork + airfare and then another $20k just to support myself …
$50K in the first year? I should have applied as a refugee instead of skilled worker 😂, instead of spending $10k just in immigration paperwork + airfare and then another $20k just to support myself (with no welfare) in the first year that I couldn't find a job because I didn't have "Canadian experience". I'm not against refugees but I think 50k is too much, especially if they are getting free housing. There are a lot of things wrong with our immigration system, and I think patronizing immigrants (instead of empowering them) is the cause of most problems.
Identity Attack0.060675595
Insult0.04442204
Profanity0.02249157
Threat0.006861079
Severe Toxicity0.002937317
Low Tox 0.112643376 Constructive 0.769
Nov 22, 2018 8 likes How much do refugees and …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Identity Attack0.041003603
Insult0.054962315
Profanity0.015249812
Threat0.0074048014
Severe Toxicity0.0024318695
Low Tox 0.112643376 Constructive 0.506 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
What baffles me is how easily the government and public colleges are shifting the blame and pretending to be like a deer in the headlight. $252 million, this is the surplus profit) that one just …
What baffles me is how easily the government and public colleges are shifting the blame and pretending to be like a deer in the headlight. $252 million, this is the surplus profit) that one just one Ontario public college had in 2024. There’s no typing error, friends, this is the number and anyone can verify it. The last I checked, these colleges are not operated or governed by immigrants, it’s us who are in charge. We are being mislead to believe that the problem lies elsewhere. Colleges made money, the feds, province , region every body made millions. Where were these auditors for 8 years. This mass influx began in 2018, so was the entire government and administration at all levels was napping.
Identity Attack0.02439919
Insult0.0623257
Profanity0.01941724
Threat0.0072235605
Severe Toxicity0.0022697449
Low Tox 0.112643376 Constructive 0.621 Policy_Critique
Sep 28, 2025 10 likes IRCC Names India in Study …
"We dont feel any racism here", thats exactly the problem!!!
"We dont feel any racism here", thats exactly the problem!!!
Identity Attack0.06431354
Insult0.025800243
Profanity0.019758832
Threat0.0071199946
Severe Toxicity0.0031089783
Low Tox 0.112540044 Moderate Con 0.358 Policy_Critique
Jan 27, 2026 15 likes Inside Canada's Indian Invasion...
1 in 4 Canadians is an immigrant. Good. There is nothing wrong with that. The problem is the crux of this video: The Lack of Assimilation.
1 in 4 Canadians is an immigrant. Good. There is nothing wrong with that. The problem is the crux of this video: The Lack of Assimilation.
Identity Attack0.08004672
Insult0.03136692
Profanity0.011577694
Threat0.0059516393
Severe Toxicity0.0019741058
Low Tox 0.112436704 Moderate Con 0.441
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian myself who has lived for a total of 12 years in the United Arab Emirates (Dubai) and given that almost 80% of the population is made up of expatriates, I have never …
As an Indian myself who has lived for a total of 12 years in the United Arab Emirates (Dubai) and given that almost 80% of the population is made up of expatriates, I have never truly faced such problems. I think the real reason why most are unhappy is because of a lack of discipline amongst the immigrants. Dubai may be more libertarian and tolerant toward other faiths than rest of the GCC nations but they don't tolerate any form of disrespect or indiscipline as they have very strict rules. I believe the locals and the immigrants can get along with each other if they respected each others' way of life.
Identity Attack0.10221587
Insult0.04032305
Profanity0.027547138
Threat0.008414571
Severe Toxicity0.003566742
Low Tox 0.112333365 Constructive 0.842
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
Same thing happening in Surrey on the west coast. We are having a growing problem of extortion related shootings from this same community.
Same thing happening in Surrey on the west coast. We are having a growing problem of extortion related shootings from this same community.
Identity Attack0.023997234
Insult0.020450363
Profanity0.014669105
Threat0.08703069
Severe Toxicity0.0044441223
Low Tox 0.11223003 Constructive 0.618 Fear_Threat
Jan 27, 2026 10 likes Inside Canada's Indian Invasion...
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.72
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.727
Aug 26, 2025 Why Canadians Are Turning Against …

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.