Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "One of them was openly …" 58 comments · Page 3 of 3
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. …
There are two parts to this story and it's truth. There are people that came to Canada for a true life but there are many more that came to Canada because there is a system. Most people don't even know, unless you listen to the many that are in shelters and on social media, most have been told that Canada is a country which will pay you and cover all your housing. There is a code of silence which does not always come from inside Canada. It's the code on how to take advantage of a countries blindness by abusing it's Government financial Immigration and Refugee programs. 1. Make a claim, any claim as it will take years before Canada figures out your claim is false. If all does not go well, have a baby on the land. This way you can't be deported and the Canadian government will give you more money because you have a child. There are many more but I will not write them to place them into the open world but there are many more tactics of abuse, Student Visa is but one of them, the next is Migrants. If you are not near the system but you listen closely to the stories, you will hear the real truth and you will also hear the underground truth which people speak about behind closed doors.
Identity Attack0.022992345
Insult0.030154925
Profanity0.015147334
Threat0.0067963502
Severe Toxicity0.0018405914
Low Tox 0.06381883 Constructive 0.705 Unverified_Claim
Dec 24, 2025 4 likes Deportations From Canada at Their …
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 …
Moved to downtown Toronto, Canada on June 5th, 1970. There was no indian grocery stores until a few years later, where a Mr. Sharma opened one of the very first stores. Growing up in the …
Moved to downtown Toronto, Canada on June 5th, 1970. There was no indian grocery stores until a few years later, where a Mr. Sharma opened one of the very first stores. Growing up in the heart of downtown and going to school (Ossington and Old Orchard P.S.) wasn't easy. There was quite a bit of racism in those days so my sister and I had to assimilate quickly, in which we did. We happily lived within the Portuguese and Italian communities and the rest is history!!!!
Identity Attack0.038683333
Insult0.019225692
Profanity0.01084327
Threat0.0061878995
Severe Toxicity0.0015544891
Low Tox 0.056016337 Constructive 0.796 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I learned several years ago during a time of unemployment that our EI centers are not for us, they are for immigrants. Not one service was for me, but if I was an immigrant, the …
I learned several years ago during a time of unemployment that our EI centers are not for us, they are for immigrants. Not one service was for me, but if I was an immigrant, the entire world opens up including lots of financial support, they will even help you open a business. Yet we are the ones paying into it.
Identity Attack0.030175667
Insult0.015188923
Profanity0.011406898
Threat0.0061425893
Severe Toxicity0.0011825562
Low Tox 0.044883765 Constructive 0.706
Nov 9, 2019 6 likes How much do refugees and …
there is one way to solve this problem and that is financial punishment for rule breaking. it's the only thing these people understand. and i think whoever opened the flood gates understands this very well …
there is one way to solve this problem and that is financial punishment for rule breaking. it's the only thing these people understand. and i think whoever opened the flood gates understands this very well also
Identity Attack0.0026453468
Insult0.011730902
Profanity0.011628932
Threat0.011715741
Severe Toxicity0.0013923645
Low Tox 0.034748793 Moderate Con 0.302 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
We was the one who opened
We was the one who opened
Identity Attack0.0040327664
Insult0.009146886
Profanity0.016342908
Threat0.008738215
Severe Toxicity0.0014400482
Low Tox 0.021667719 Moderate Con 0.387
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Literally praise & bless Tyler 🫶 opening the world’s eyes, one video at a time! We love you 🙏
Literally praise & bless Tyler 🫶 opening the world’s eyes, one video at a time! We love you 🙏
Identity Attack0.0050317086
Insult0.008690883
Profanity0.01764096
Threat0.008764107
Severe Toxicity0.001821518
Low Tox 0.018095128 Moderate Con 0.488 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Dude could have just walked either way over the border and not spent a dime doing it. The entire canadian border is open and not monitored. In some areas one side of the road is …
Dude could have just walked either way over the border and not spent a dime doing it. The entire canadian border is open and not monitored. In some areas one side of the road is canada and the other side in America.
Identity Attack0.0048837173
Insult0.009868891
Profanity0.010279642
Threat0.00636914
Severe Toxicity0.0007390976
Low Tox 0.016587202 Low Con 0.297 Unverified_Claim
Jan 27, 2026 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.