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: "As a Canadian, I will …" 3,707 comments · Page 75 of 149
Migrants have become the Majority we Canadians are the minority. Sad really.
Migrants have become the Majority we Canadians are the minority. Sad really.
Identity Attack0.2795294
Insult0.07745308
Profanity0.013883443
Threat0.0063626673
Severe Toxicity0.0051116943
Low Tox 0.23739935 Moderate Con 0.437 Identity_Assertion
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
It's nothing against a certain group, these problems occur if you let in too many people from one place, it's called ghettoization. If too many Canadians moved to India, for example, they would form communities …
It's nothing against a certain group, these problems occur if you let in too many people from one place, it's called ghettoization. If too many Canadians moved to India, for example, they would form communities large enough that they don't really integrate. Immigration is fine, as Canadians it's always been our strength, but the jobs aren't keeping up. If the jobs become there, we need to mix up the countries, we can't have more Indians.
Identity Attack0.29951343
Insult0.0654725
Profanity0.02119352
Threat0.008414571
Severe Toxicity0.007095337
Low Tox 0.23667802 Constructive 0.697
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Politicians use immigration for added votes, that’s their main agenda. Cut through the BS , politicians like people who block vote and this corrupts Canadian democracy
Politicians use immigration for added votes, that’s their main agenda. Cut through the BS , politicians like people who block vote and this corrupts Canadian democracy
Identity Attack0.058856625
Insult0.15769513
Profanity0.08128801
Threat0.010188141
Severe Toxicity0.005340576
Low Tox 0.23667802 Moderate Con 0.318
Dec 26, 2025 Deportations From Canada at Their …
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor …
here's the problem culturally they're completely different than you Canadians. You actually had people supporting Hamas and the taking of hostages and what they did to those babies and what they did to those poor women who they kept in those assault camps. You literally would have never had people parading on the street supporting that we're at not for these immigrants so they're changing the culture of what was once a beautiful country and meanwhile lowering your quality of life to 50% of what it was just 18 years ago so why the hell would any self-respecting country keep more immigrants in that hate the very country they're trying to get into
Identity Attack0.22935481
Insult0.12702756
Profanity0.02836696
Threat0.009799767
Severe Toxicity0.008354187
Low Tox 0.23667802 Constructive 0.615
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the …
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the things that they say and get away with it. Do you think I, as a white Canadian, could go to India (for example)and demand they change their traditions and religions because it doesn't suit me? Everybody knows the answer is no. I would be jailed or kicked out of the country quickly. So why do you expect to come to my country and change our ways and our traditions? It's ridiculous.
Identity Attack0.27759558
Insult0.07396803
Profanity0.040409464
Threat0.020954676
Severe Toxicity0.008659363
Low Tox 0.23667802 Constructive 0.637
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
Canadians DON"T WANT or NEED immigrants. Corporations and immigration lawyers need them. Citizens don't.
Canadians DON"T WANT or NEED immigrants. Corporations and immigration lawyers need them. Citizens don't.
Identity Attack0.2803029
Insult0.061801232
Profanity0.01354185
Threat0.0071070488
Severe Toxicity0.0062179565
Low Tox 0.2359567 Low Con 0.231 Economic_Argument
Jan 19, 2026 31 likes Why Canada’s immigration system has …
The Canadian government is failure by controlling.
The Canadian government is failure by controlling.
Identity Attack0.11744241
Insult0.15698463
Profanity0.019143965
Threat0.00713294
Severe Toxicity0.0040626526
Low Tox 0.2359567 Low Con 0.155 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
So native Canadians are white English people? Do you know how Canada was invaded and by whom.
So native Canadians are white English people? Do you know how Canada was invaded and by whom.
Identity Attack0.28034934
Insult0.047935467
Profanity0.019212283
Threat0.009230154
Severe Toxicity0.005493164
Low Tox 0.2359567 Low Con 0.228 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
This cannot happen soon enough. Canadians are dieing in vast numbers on our highways from these folks unable to drive in our systems. Cars are stolen in large numbers, extortion is rampant, home invasion is …
This cannot happen soon enough. Canadians are dieing in vast numbers on our highways from these folks unable to drive in our systems. Cars are stolen in large numbers, extortion is rampant, home invasion is at an all time high. These folks obviously are not responsible for all of it but they play a big part in the problem. The obvious protesters that are interfering with everyday life and the obvious hatred towards certain groups needs to be dealt with. Send them home since they do not appreciate being canadian.
Identity Attack0.13591312
Insult0.14331897
Profanity0.01982715
Threat0.0347677
Severe Toxicity0.0077819824
Low Tox 0.2359567 Constructive 0.574 Fear_Threat
Feb 19, 2026 2.9 million Canadian temporary visas …
As a 13th generation Canadian, I am sick of those who come here an expect us change to suit them. Not happening.
As a 13th generation Canadian, I am sick of those who come here an expect us change to suit them. Not happening.
Identity Attack0.11163961
Insult0.16266862
Profanity0.02023706
Threat0.0074824756
Severe Toxicity0.0043678284
Low Tox 0.2359567 Moderate Con 0.42 Identity_Assertion
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
Not just Brampton, even Mississauga. Drive down Milton and you’ll see it, too. Oakville might be the only city that doesn’t have them. If you’ve read this far… yes, I am making fun of sheep …
Not just Brampton, even Mississauga. Drive down Milton and you’ll see it, too. Oakville might be the only city that doesn’t have them. If you’ve read this far… yes, I am making fun of sheep who think it’s a flex to be Canadian and signal it to the herd by mentioning the cities.
Identity Attack0.11047905
Insult0.16802633
Profanity0.024267852
Threat0.009256045
Severe Toxicity0.0050735474
Low Tox 0.2359567 Moderate Con 0.452 Humor_Satire
Feb 26, 2026 Inside Canada's Indian Invasion...
euro canadians lost control of any democracy lol
euro canadians lost control of any democracy lol
Identity Attack0.21866
Insult0.0820023
Profanity0.036651865
Threat0.007819066
Severe Toxicity0.0064086914
Low Tox 0.2359567 Low Con 0.178 Identity_Assertion
Nov 20, 2025 4 likes Thousands of refugees allowed into …
Canadians should have first choice And not feel like immigrants in their own land.
Canadians should have first choice And not feel like immigrants in their own land.
Identity Attack0.2816105
Insult0.06442356
Profanity0.013200258
Threat0.007353018
Severe Toxicity0.005569458
Low Tox 0.2359567 Moderate Con 0.371
Aug 31, 2025 3 likes Why Canadians Are Turning Against …
It’s the new generation on Indian students ruining it for everyone else. My parents generation came here in the 90s and just worked hard and tried to assimilate the best to their abilities. They out …
It’s the new generation on Indian students ruining it for everyone else. My parents generation came here in the 90s and just worked hard and tried to assimilate the best to their abilities. They out us through university with their labour jobs and taught us Indian culture while they learned Canadian culture. These new students are ruining the reputation that my parents generation had built
Identity Attack0.27914262
Insult0.082619295
Profanity0.019212283
Threat0.008039144
Severe Toxicity0.0052261353
Low Tox 0.23523538 Constructive 0.578
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, …
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, whom are the future of Canada cannot even get jobs, because the government is giving potential employers partial money to hire the Immigrants therefore not letting Natural Citizens of Canada GET JOBS. We need to stop paying taxpayers money to the Illegal Immigrants. Another thing we should be only allowing into our country only skilled workers with trades! Also every immigrant needs to be vetted to see if they have Criminal Records. Also we should not be letting people into our country who do have our Canadian Values and Standards of Humanity. There are certain people being allowed in our country WHO DO NOT fit our society.
Identity Attack0.2127345
Insult0.10148193
Profanity0.017777596
Threat0.010654188
Severe Toxicity0.0074768066
Low Tox 0.23523538 Constructive 0.593 Policy_Critique
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
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)
Canada has a long history of ignoring India’s warnings about Khalistan. They give asylum to extremists just to shame India, but in the end Canada itself suffers. Many Indians think moving abroad changes everything but …
Canada has a long history of ignoring India’s warnings about Khalistan. They give asylum to extremists just to shame India, but in the end Canada itself suffers. Many Indians think moving abroad changes everything but my own friend, an engineering graduate, is working as a cashier in Canada while he had a good job offer in India. Indians, have some dignity. Don’t blindly chase the Canadian dream.
Identity Attack0.2700233
Insult0.08533409
Profanity0.015693882
Threat0.008311004
Severe Toxicity0.0045394897
Low Tox 0.23523538 Constructive 0.645
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
Identity Attack0.2816105
Insult0.06529768
Profanity0.016547862
Threat0.0072106146
Severe Toxicity0.0048828125
Low Tox 0.23523538 Moderate Con 0.376 Policy_Critique
Sep 19, 2025 263 likes Inside Canada's Indian Metropolis (Brampton)
these 'new canadians' refuse to assimilate and accept traditional canadian culture and values. anyone is free to practice their religion and practice and celebrate its cultural ancestry. canadians dont want anyone to forget or abandon …
these 'new canadians' refuse to assimilate and accept traditional canadian culture and values. anyone is free to practice their religion and practice and celebrate its cultural ancestry. canadians dont want anyone to forget or abandon its culture. my roots come from ukraine and poland. but im canadian. i work with many ukrainians that fled the war, they're labelled as 'displaced peoples (funny because theyre chritian and white), recieve no federal assistance some have even gone back to ukraine! meanwhile (conveniently 'non white' other religion) new canadians receive extensive federal assistance
Identity Attack0.25309357
Insult0.083359696
Profanity0.024131214
Threat0.008867673
Severe Toxicity0.006828308
Low Tox 0.23523538 Constructive 0.649 Identity_Assertion
Dec 20, 2025 1 likes Why Canadians Are Turning Against …
As an Indian living in India with no plans to leave my motherland , let me tell you these guys from Punjab claiming they were suppressed in India are running an immigration scam . Claiming …
As an Indian living in India with no plans to leave my motherland , let me tell you these guys from Punjab claiming they were suppressed in India are running an immigration scam . Claiming asylum on the grounds of political persecution as soon as their boat lands on Canadian shores .
Identity Attack0.22783615
Insult0.08831572
Profanity0.01893901
Threat0.00951496
Severe Toxicity0.0050735474
Low Tox 0.23523538 Constructive 0.534 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Now the Canadians know how the Indigenous peoples felt. 𝓣𝓱𝓮 𝓦𝓸𝓻𝓵𝓭 𝓲𝓼 𝓗𝓸𝔀 𝓲𝓽 𝓲𝓼 𝓑𝓮𝓬𝓪𝓾𝓼𝓮 𝓽𝓱𝓲𝓼 𝓲𝓼 𝓽𝓱𝓮 𝓟𝓪𝓽𝓱 𝓸𝓯 𝓛𝓮𝓪𝓼𝓽 𝓡𝓮𝓼𝓲𝓼𝓽𝓪𝓷𝓬𝓮.
Now the Canadians know how the Indigenous peoples felt. 𝓣𝓱𝓮 𝓦𝓸𝓻𝓵𝓭 𝓲𝓼 𝓗𝓸𝔀 𝓲𝓽 𝓲𝓼 𝓑𝓮𝓬𝓪𝓾𝓼𝓮 𝓽𝓱𝓲𝓼 𝓲𝓼 𝓽𝓱𝓮 𝓟𝓪𝓽𝓱 𝓸𝓯 𝓛𝓮𝓪𝓼𝓽 𝓡𝓮𝓼𝓲𝓼𝓽𝓪𝓷𝓬𝓮.
Identity Attack0.21668483
Insult0.082866095
Profanity0.03189224
Threat0.009696201
Severe Toxicity0.0119018555
Low Tox 0.23523538 Moderate Con 0.425 Moral_Argument
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
It's the saddest most demoralizing thing to happen to Canada. These people came here. They don't want to integrate. They have a dislike for the local population. ... At my workplace THEY are pushing out …
It's the saddest most demoralizing thing to happen to Canada. These people came here. They don't want to integrate. They have a dislike for the local population. ... At my workplace THEY are pushing out Canadian people. They get into management and discriminate against everyone else.
Identity Attack0.19495805
Insult0.08582769
Profanity0.016069634
Threat0.008582866
Severe Toxicity0.0051879883
Low Tox 0.23451406 Constructive 0.519 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why does any immigrant get better benifits than Canadians bogus or not?
Why does any immigrant get better benifits than Canadians bogus or not?
Identity Attack0.26325142
Insult0.082372494
Profanity0.020032106
Threat0.0065244893
Severe Toxicity0.0052261353
Low Tox 0.23451406 Low Con 0.218 Economic_Argument
Feb 24, 2026 'We do know that there's …
What did native Canadians think about the whites?
What did native Canadians think about the whites?
Identity Attack0.2823795
Insult0.05203446
Profanity0.027000591
Threat0.0074436385
Severe Toxicity0.005645752
Low Tox 0.23451406 Low Con 0.261 Comparative_Framing
Oct 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
One of my friends who barely passed his high school exams here in India was so bad in english. He gave his ilets thrice and there he is in pr in canada Dear Canadian it's …
One of my friends who barely passed his high school exams here in India was so bad in english. He gave his ilets thrice and there he is in pr in canada Dear Canadian it's your time to work else they will ruin your land as they ruined here
Identity Attack0.19495805
Insult0.07745308
Profanity0.016889455
Threat0.012906751
Severe Toxicity0.005455017
Low Tox 0.23451406 Constructive 0.616 Fear_Threat
Jan 29, 2026 1 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.