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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

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.

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Active: "I am now a minority …" 186 comments · Page 8 of 8
So this is called tolerance …? What about all the experts in all different fields that were Virtually invited to Canada from all over the world because of a shortage a few decades ago Surely …
So this is called tolerance …? What about all the experts in all different fields that were Virtually invited to Canada from all over the world because of a shortage a few decades ago Surely they added value - now they have been all used up- time to show some of these Canadian’s true colours ? Some Canadians - hopefully just a minority
Identity Attack0.06431354
Insult0.027730936
Profanity0.011082385
Threat0.007327127
Severe Toxicity0.0022411346
Low Tox 0.10045706 Moderate Con 0.41
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, …
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, love it and we know that it’s a niche amount of Canadians that act like that. My parents have done their best to be Canadians and have been accepted as much. These new ones ? Ya idk, not like it used to be apparently
Identity Attack0.04951127
Insult0.028502205
Profanity0.014259194
Threat0.006136116
Severe Toxicity0.0020313263
Low Tox 0.09112182 Constructive 0.748
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Those who fear being a minority quickly reveal how they would behave if they were the majority. Guilty consciences on display.
Those who fear being a minority quickly reveal how they would behave if they were the majority. Guilty consciences on display.
Identity Attack0.016460562
Insult0.029383656
Profanity0.011509376
Threat0.008039144
Severe Toxicity0.0015068054
Low Tox 0.07845957 Low Con 0.204 Moral_Argument
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Then stop voting lieberals and vote conservative it's that simple guys carney has until about april next year and there will be a non confidence vote then we can finally get these lieberals out of …
Then stop voting lieberals and vote conservative it's that simple guys carney has until about april next year and there will be a non confidence vote then we can finally get these lieberals out of here we were literally 8k votes off in close ridings to win a conservative minority with how the polls are 41% conservative vs 39% lieberals that would be 172 seats for the conservative just barely a majority and carney is falling just as fast as trudope.
Identity Attack0.0076215584
Insult0.033901088
Profanity0.017367685
Threat0.006815769
Severe Toxicity0.0015544891
Low Tox 0.07845957 Constructive 0.525
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Look at these statistics. They are down right disturbing... You can search for the document called foreign born populations in Canadian and American cities. Rebel News posted it But here are some examples. Brampton Ontario …
Look at these statistics. They are down right disturbing... You can search for the document called foreign born populations in Canadian and American cities. Rebel News posted it But here are some examples. Brampton Ontario 59.1% foreign born Mississauga Ontario 57% Foreign Born Toronto Ontario 51.9% foreign born Surrey BC 50.8% Foreign born Vancouver BC 48.8% Foreign Born Montreal QC 40.9% Foreign Born Calgary Alberta 35.4% foreign born Edmonton Alberta 34.9% foreign born So if you feel you’re a visible minority in your own nation Canada it’s not just a feeling, you really are. Quote Trudeau 2017 on his explanation why there are wide open borders The very concept of a nation founded by European Settlers is offensive to me. Old white stock Canadians are an unpleasant relic, and quite frankly replaceable. And we will replace them. End Quote
Identity Attack0.033269364
Insult0.024897853
Profanity0.015215653
Threat0.007301235
Severe Toxicity0.0020503998
Low Tox 0.07212844 Constructive 0.629 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ …
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ their land. The same story exists in places like Australia, where the original Indigenous population is now a small minority. Over time, migration changes every country’s demographics — it’s a global reality, not an invasion. Even cities like London, Toronto, or New York are built by immigrants from across the world. So before calling it a ‘takeover,’ remember that every nation today stands on layers of migration, adaptation, and cultural exchange.
Identity Attack0.030433474
Insult0.024511116
Profanity0.01627459
Threat0.007353018
Severe Toxicity0.0018596649
Low Tox 0.06263174 Constructive 0.602 Comparative_Framing
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per …
This is not true. And now that the Government of Canada has hid it, I can no longer prove it. However, not only did my MP admit that they get close to 2500 dollars per month for the first year and sometimes longer. They are automatically authorized for a loan. And hey, 50,000 for a family is enough for a downpayment, while we can sit here working all our lives and never be able to buy a house. But they are automatically authorized. So the question is, why is it profittable to bring in refugees? Maybe if the government gave me 50,000 or 2500 per month, and or they gave me easier loans....I would have already been profiting Canada in many ways. Other than trying to work hard and when I can't get a job, because I am not part of a minority group, collecting ei or assistance and never getting anywhere in my life.
Identity Attack0.008879486
Insult0.02425329
Profanity0.015044857
Threat0.006492125
Severe Toxicity0.001411438
Low Tox 0.04686289 Constructive 0.795
Dec 29, 2018 How much do refugees and …
😂😅😂😅😅😂 being minority is not that bad. I been minority for 39 years in Canada 🇨🇦
😂😅😂😅😅😂 being minority is not that bad. I been minority for 39 years in Canada 🇨🇦
Identity Attack0.013244915
Insult0.014428918
Profanity0.0147374235
Threat0.006039023
Severe Toxicity0.0014781952
Low Tox 0.03875561 Moderate Con 0.476 Personal_Narrative
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
The majority have become the minority 🤷‍♀
The majority have become the minority 🤷‍♀
Identity Attack0.008509507
Insult0.01640493
Profanity0.014361672
Threat0.006356194
Severe Toxicity0.0011205673
Low Tox 0.037105743 Low Con 0.232
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The …
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The shift from being a majority to a minority is largely about timing—some people’s ancestors arrived earlier than others, usually in search of better opportunities they couldn’t find at home. Most people don’t want to leave their motherland, but they move out of necessity, not preference. Throughout history, Western and Middle Eastern powers destroyed economies, accumulated global wealth for themselves, and caused immense suffering through violence, forced conversions, and plundering. This exploitation is a major reason why some countries today struggle to reach the living standards seen in the West. The long-term effects of colonialism, conflict, and migration continue to shape societies and opportunities for many people.
Identity Attack0.014048826
Insult0.016784932
Profanity0.013917602
Threat0.0068287146
Severe Toxicity0.0011873245
Low Tox 0.03639866 Constructive 0.702 Moral_Argument
Oct 15, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Those aren't slashed numbers. Very minor adjustments....thise cuts arent big enough by far.
Those aren't slashed numbers. Very minor adjustments....thise cuts arent big enough by far.
Identity Attack0.0016279058
Insult0.008424882
Profanity0.01127026
Threat0.0072753434
Severe Toxicity0.0007200241
Low Tox 0.014513801 Low Con 0.215 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …

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.