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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 #}

Comment Explorer

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Active: "What a broken system .. …" 38 comments · Page 2 of 2
The Canadian Immigration System is broken....
The Canadian Immigration System is broken....
Identity Attack0.068465814
Insult0.031036375
Profanity0.012482914
Threat0.0067316215
Severe Toxicity0.0023269653
Low Tox 0.113263406 Low Con 0.237 Policy_Critique
Jan 15, 2026 50 likes 2.9 million Canadian temporary visas …
I know how much they get....Eritrean rufugees get 82,000 per year, in payments. This system is broken....I've seen the paperwork through a co-worker (Refugee).
I know how much they get....Eritrean rufugees get 82,000 per year, in payments. This system is broken....I've seen the paperwork through a co-worker (Refugee).
Identity Attack0.10221587
Insult0.02657372
Profanity0.016137952
Threat0.0067769317
Severe Toxicity0.0023555756
Low Tox 0.112436704 Constructive 0.723
Jul 6, 2025 How much do refugees and …
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the …
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the queen’s english. To work, the expectation is you’re able to communicate effectively with whoever you’re interfacing. These folks come here, make zero attempt to improve or learn English or French - the national languages. They go home after the day is done, revert to their native tongue. How would you ever perfect something like a language without some degree practice and immersion? And they do this with their generations. The 1st and sometimes 2nd generation kids will speak their native tongue first, before learning English or French. It’s like the language they should speak to effectively work and live in Canada is an accessory. The govt at all levels encourage this by having driving tests and forms in other languages. And don’t get me started on the pockets - Brampton for example. The politicians kowtow to the voters and give in to them having huge temples, and nonstandard shopping complexes. It’s a running joke how many Indians will be living in the same house, renting from other Indians collecting money under the table in completely unsanctioned and illegal rental scenarios. Companies set up by Indians, to service Indians. So they don’t even care to present as Canadian business with English / French. I’m in the midst of charting my family’s exit from Canada. It’s become something entirely unrecognizable. Where those who know how to game the system get ahead, those of us who play the rules - stay behind. I’ve worked my way up to being upper middle class. I’m about done paying for Indian “students” who later claim to be refugees. Who are now claiming to be in gay relationships, to support their refugee cases. It’s all a joke.
Identity Attack0.06431354
Insult0.035443626
Profanity0.026317406
Threat0.0073789097
Severe Toxicity0.0031089783
Low Tox 0.11161 Constructive 0.681 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian immigrant here: are immigration system is broken and needs to be fixed.
Canadian immigrant here: are immigration system is broken and needs to be fixed.
Identity Attack0.08087392
Insult0.02567133
Profanity0.011902207
Threat0.0075083673
Severe Toxicity0.0022506714
Low Tox 0.11057663 Constructive 0.53 Personal_Narrative
Feb 11, 2026 Canada's tighter immigration policy divides …
Here is the reason: broken families, drugs, drunkenness, failure to use the education system to their advantage (college, university). Solution: start with proper parental enforcement and sticking together as a family through thick and thin.
Here is the reason: broken families, drugs, drunkenness, failure to use the education system to their advantage (college, university). Solution: start with proper parental enforcement and sticking together as a family through thick and thin.
Identity Attack0.010433395
Insult0.037395194
Profanity0.012448754
Threat0.0076119336
Severe Toxicity0.0018882751
Low Tox 0.10522962 Moderate Con 0.379 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Unfortunately, this tells us how much the Canadian immigration system is broken.
Unfortunately, this tells us how much the Canadian immigration system is broken.
Identity Attack0.055673428
Insult0.029493837
Profanity0.0113385795
Threat0.006272047
Severe Toxicity0.0016593933
Low Tox 0.103928015 Low Con 0.24
Oct 1, 2025 18 likes IRCC Names India in Study …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this country. This isn't the Canada I grew up in and it's not the Canada that I want to keep living in. I hope it will be fixed. I love Canada
Identity Attack0.06385879
Insult0.028832749
Profanity0.011133623
Threat0.0067186756
Severe Toxicity0.002231598
Low Tox 0.10045706 Constructive 0.625
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There are alot of churches in Canada that have a food bank as well. I got frustrated at your narrative on this vid. It seemed very one sided. Is all about money and power. And …
There are alot of churches in Canada that have a food bank as well. I got frustrated at your narrative on this vid. It seemed very one sided. Is all about money and power. And what is going on behind closed govt doors. How do you live in a broken system. We all need to stand as one and say and do no more. But you only know what you know till you learn more. Stay strong and groovy.
Identity Attack0.014048826
Insult0.035333443
Profanity0.012038844
Threat0.00636914
Severe Toxicity0.0012969971
Low Tox 0.0926474 Constructive 0.762 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more labor should be less taxed. BYE CANADIAN Only. HI TAX for imported goods. * Build thousands condominiums by government and rent them to low income people. Decentralized from major cities. * Lower the TAX like USA * Implement Health insurance like USA. Easy Medical loan who needed. * Women should be encouraged to take babies and raise kids for population growth. Increase child benefits and handsome pregnancy award to give birth. Maternity benefits for 3 years. * Culture is freedom of choice on one hand and it should be practiced in private places or in closed boundaries. There should not be any national culture or majority culture. All should respect each other and don't try to impose anything to others. So no public display or disturbances by culture issues. * Omitting bilingual system of English French. It's very stupidity. In office or workplaces ONLY English Please. Quebec only French. Not both. Government language only English. In private places you speak anything but outside only English. It could be broken English but English. It's important. The solutions are in front of us, government don't want to act
Identity Attack0.0233943
Insult0.028171662
Profanity0.014054239
Threat0.0067186756
Severe Toxicity0.002298355
Low Tox 0.075294 Constructive 0.684 Policy_Critique
Sep 15, 2025 Why Canadians Are Turning Against …
I'm so glad that Michelle Rempel Garner is a "Common sense Conservative" speaking the truth about this broken immigration system here in Canada.
I'm so glad that Michelle Rempel Garner is a "Common sense Conservative" speaking the truth about this broken immigration system here in Canada.
Identity Attack0.02439919
Insult0.023866551
Profanity0.010484599
Threat0.006168481
Severe Toxicity0.0012302399
Low Tox 0.05651112 Constructive 0.575 Solidarity
Feb 24, 2026 33 likes 'We do know that there's …
Thanks for the video. The immigration system is very very broken. This video does a great job of explaining it.
Thanks for the video. The immigration system is very very broken. This video does a great job of explaining it.
Identity Attack0.028016793
Insult0.01648093
Profanity0.017845914
Threat0.008039144
Severe Toxicity0.0021839142
Low Tox 0.055521555 Constructive 0.512
Jun 18, 2025 9 likes How Canada broke its immigration …
The immigration system has been broken since the late 1960's. "Betrayal & Deceit: The Politics of Canadian Immigration" ( 2000), by Charles M. Campbell.
The immigration system has been broken since the late 1960's. "Betrayal & Deceit: The Politics of Canadian Immigration" ( 2000), by Charles M. Campbell.
Identity Attack0.016259583
Insult0.018838953
Profanity0.011014067
Threat0.0067186756
Severe Toxicity0.0012588501
Low Tox 0.046120718 Moderate Con 0.347 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Law enforcement cherry pick the laws they wish to enforce. I can give proof of this with Federal law enforcement and local law enforcement. If you got the money, they will look the other way. …
Law enforcement cherry pick the laws they wish to enforce. I can give proof of this with Federal law enforcement and local law enforcement. If you got the money, they will look the other way. But if you are a poor victim, they will shug at you and tell you they are "sorry, but the system is Broken". The same system that pays them, and the crimes get worst.
Identity Attack0.00019276363
Insult0.0010778691
Profanity0.00046377935
Threat0.0023560824
Severe Toxicity0.000009323697
Low Tox 0.00876635
Apr 20, 2025 1 likes

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.