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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: "Century Initiative !!!! Century Initiative …" 18 comments
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some …
Worst thing that ever happened to Canada. I can't even begin to describe how my community has changed. I don't even recognize it anymore. Spent my entire life in a small town and for some unknown reason it is part of a "designated resettlement zone." There are more Indians than whites - it's insane. Local businesses have closed, new businesses catering to Indians have opened. Littering is rampant. Homes aren't taken care of. It's a tragedy. 70% of Canadians don't want these levels of immigration - hell, even *immigrants* don't want more immigrants. Justin Trudeau, his Liberal government, and the traitors over at the Century Initiative are 100% responsible for this irrevocable destruction of Canadian culture.
Identity Attack0.38200524
Insult0.2659317
Profanity0.08096472
Threat0.010239923
Severe Toxicity0.016060932
Moderate 0.36095104 Constructive 0.593 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with …
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with humanity for 2000 years. They fight in very unconventional ways. Soros, Wiseman, Blackrock, Century Initiative, etc They blackmail and corrupt politicians to put in their destructive policies. Divide and conquer. Every western country the same. Different erhnic groups. Weaponized flooding. Use pawns.
Identity Attack0.36942887
Insult0.26957804
Profanity0.08128801
Threat0.064969026
Severe Toxicity0.018126737
Moderate 0.3389984 Moderate Con 0.41
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to …
The problem is not the immigrants. The problem is with Canadian leaders, and the Canadians who elected and reelected them to office. I lived in Nova Scotia for just over 2 decades. I attempted to have many discussions about these issues and was shocked by the generally vapid responses I'd get. Much more to say, but the main point is that Canadians have destroyed their own country's quality of life and from what I can see, Canada is not worthy of respect as a nation. I take ZERO pleasure in saying this. However, the country should have provided the United States with a up close example of what a well run social democratic nation looks like. Instead, Canada is a joke to the far right and in fact fuels the far right in the US. Now with the global south amassing on the US's northern border (visit Halifax, NS if you have any questions about this), I view Canada as a threat to the USA - which is a nation with more than enough problems. A note to immigrants reading this: I respect many of you individually, and I do not in the least mind having you in my community. You as an individual are not the problem per se. The problem is that policy makers are simply using migrants to increase Canada's population to 100M by end of century. Google "Canadian House of Commons Century Initiative" to see how Canadian lawmakers voted in support of this policy. Best, Patrick Moan goodhumanhabitat.org
Identity Attack0.28034934
Insult0.16053712
Profanity0.021808386
Threat0.010421164
Severe Toxicity0.008583069
Low Tox 0.26293078 Constructive 0.759 Policy_Critique
Dec 16, 2025 1 likes Why Canadians Are Turning Against …
The people behind The Century Initiative will be very wealthy now thanks to the disaster caused by the mass migration. That wealth will roll into the pockets of the 40% of politicians that own rental …
The people behind The Century Initiative will be very wealthy now thanks to the disaster caused by the mass migration. That wealth will roll into the pockets of the 40% of politicians that own rental properties as well. It's about greed and the disregard of real Canadians who struggle due to their poisonous plans.
Identity Attack0.09245483
Insult0.22770336
Profanity0.017231047
Threat0.0077672824
Severe Toxicity0.003967285
Low Tox 0.25727063 Moderate Con 0.462 Economic_Argument
Jun 20, 2025 1 likes How Canada broke its immigration …
The Century Initiative in action. Carefully planned and executed by the Liberals
The Century Initiative in action. Carefully planned and executed by the Liberals
Identity Attack0.0543092
Insult0.056719027
Profanity0.026863953
Threat0.2836219
Severe Toxicity0.0104522705
Low Tox 0.2540519 Low Con 0.182 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
It's because jughead singh elected and other immigration heads under immigration minister are indian what you expect they cunning plus century initiative in full progress as well as agenda 2030
It's because jughead singh elected and other immigration heads under immigration minister are indian what you expect they cunning plus century initiative in full progress as well as agenda 2030
Identity Attack0.10221587
Insult0.04442204
Profanity0.021535112
Threat0.008427517
Severe Toxicity0.0037765503
Low Tox 0.11739369 Low Con 0.242
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
*Century Initiative is alive and well under the Liberals and their managed decline*
*Century Initiative is alive and well under the Liberals and their managed decline*
Identity Attack0.021786476
Insult0.03665562
Profanity0.014054239
Threat0.0069387536
Severe Toxicity0.0016021729
Low Tox 0.09958932 Low Con 0.183 Policy_Critique
Feb 17, 2026 86 likes LILLEY UNLEASHED: The fall of …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely commissioned the Century Initiative report and he hired the author of it to work for HIM, not Canada. Ever notice that Carney does not ever wear a Canada flag pin on his lapel...he does not believe in countries or borders.
Identity Attack0.01374736
Insult0.025026767
Profanity0.010535837
Threat0.006259101
Severe Toxicity0.0012874603
Low Tox 0.054037213 Constructive 0.544 Unverified_Claim
Feb 17, 2026 34 likes LILLEY UNLEASHED: The fall of …
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial …
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial policies aimed at cultural assimilation and the suppression of Indigenous identities.  Key Impacts of Colonization Forced Assimilation via Residential Schools: The most significant factor in language loss was the government-funded, church-run residential school system, which operated from the 19th century to the late 20th century. Indigenous children were forcibly removed from their families and communities and sent to these schools. Punishment for Speaking Native Tongues: In the schools, children were forbidden to speak their Indigenous languages and were often subjected to severe physical, emotional, and sexual abuse if they did. Intergenerational Trauma and Knowledge Loss: The experience in residential schools caused profound trauma. Survivors often did not teach their children their traditional languages, partly out of fear of punishment and partly because their own fluency had been impacted, which inhibited the languages from being passed to the next generation. Discriminatory Legislation: The Indian Act: This legislation, along with other colonial policies, was used to suppress Indigenous cultural expression, including language. Official Languages Act: Canada's official language policies recognize only English and French as dominant languages, effectively marginalizing the over 60 distinct Indigenous languages that existed on the land long before European settlement. Dispossession of Land: Forcible removal of Indigenous communities from their traditional lands and onto reserves disrupted the deep connection between language, culture, and the natural environment. Indigenous languages often encode unique knowledge about local ecosystems, which was lost when communities were displaced. Social Stigmatization: Colonial ideologies viewed Indigenous cultures and languages as "inferior" or "savage," promoting English and French as the languages of "modernity" and "progress". This created a social hierarchy where speaking an Indigenous language could be a barrier to education and employment opportunities in the dominant society.  Current Situation and Revitalization Efforts The legacy of these policies has resulted in low numbers of fluent Indigenous language speakers today, with many languages considered endangered or critically endangered. However, there are significant ongoing efforts toward language revitalization.  The Canadian federal government passed the Indigenous Languages Act in 2019, which aims to support the efforts of Indigenous peoples to reclaim, revitalize, maintain, and strengthen their languages. Indigenous communities, educational institutions, and organizations are actively working to preserve languages through immersion programs, community initiatives, and documentation. UNESCO has declared 2022 to 2032 the International Decade of Indigenous Languages to draw global attention to the urgent need for preservation and promotion.
Identity Attack0.026408968
Insult0.019934712
Profanity0.014122557
Threat0.008738215
Severe Toxicity0.0016593933
Low Tox 0.04735767 Constructive 0.612 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Why though? Why change a system that was working? Post-nationalism? Century Initiative? Erase Canadian identity?
Why though? Why change a system that was working? Post-nationalism? Century Initiative? Erase Canadian identity?
Identity Attack0.020982565
Insult0.012832909
Profanity0.010330882
Threat0.008712323
Severe Toxicity0.0016784668
Low Tox 0.037577134 Low Con 0.222 Question
Jun 17, 2025 57 likes How Canada broke its immigration …
Its all planned. Century initiative. Libs rolling out the plan.
Its all planned. Century initiative. Libs rolling out the plan.
Identity Attack0.007473567
Insult0.01625293
Profanity0.011765569
Threat0.007327127
Severe Toxicity0.0011587143
Low Tox 0.03309893 Low Con 0.098 Unverified_Claim
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
In the year 2000 Brampton was 325,000 people... you can thank Trudeau and Dominic Barton of McKinsey & Company and World Economic Forum infamy for the moderate increase to 800,000 as he's been lobbying for …
In the year 2000 Brampton was 325,000 people... you can thank Trudeau and Dominic Barton of McKinsey & Company and World Economic Forum infamy for the moderate increase to 800,000 as he's been lobbying for this through the Century Initiative and plans to increase Canada's population to 100 million through immigration only by 2100.
Identity Attack0.0056236745
Insult0.016708933
Profanity0.010177165
Threat0.0060098954
Severe Toxicity0.0008678436
Low Tox 0.029799197 Constructive 0.528 Unverified_Claim
Dec 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The big winner here is the Century initiative Rich bankers and land developers are making money handover fist I own quite a bit of land, so I’m doing well myself I guess 😆
The big winner here is the Century initiative Rich bankers and land developers are making money handover fist I own quite a bit of land, so I’m doing well myself I guess 😆
Identity Attack0.003144818
Insult0.013782915
Profanity0.013644327
Threat0.006647474
Severe Toxicity0.0009393692
Low Tox 0.026617315 Moderate Con 0.391 Economic_Argument
Feb 26, 2026 1 likes Canada's tighter immigration policy divides …
Look up the Century Initiative, Mark Wiseman and where Mark is now 🧐
Look up the Century Initiative, Mark Wiseman and where Mark is now 🧐
Identity Attack0.0022291208
Insult0.010818896
Profanity0.011150704
Threat0.006815769
Severe Toxicity0.000834465
Low Tox 0.018723432 Moderate Con 0.307 Question
Jan 20, 2026 3 likes Why Canada’s immigration system has …
Century Initiative !!!! Century Initiative !!!! Century Initiative !!!! Century Initiative !!!!
Century Initiative !!!! Century Initiative !!!! Century Initiative !!!! Century Initiative !!!!
Identity Attack0.0031633168
Insult0.008405882
Profanity0.011441057
Threat0.0067316215
Severe Toxicity0.0011301041
Low Tox 0.016587202 Low Con 0.168 Meta_Commentary
Feb 26, 2026 5 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Identity Attack0.006696612
Insult0.00817788
Profanity0.008981592
Threat0.0062267366
Severe Toxicity0.000603199
Low Tox 0.015079274 Constructive 0.625 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada will have 100 million people by the year 2100, the century initiative. Look it up.
Canada will have 100 million people by the year 2100, the century initiative. Look it up.
Identity Attack0.003884775
Insult0.0072088744
Profanity0.009459821
Threat0.006861079
Severe Toxicity0.00067710876
Low Tox 0.010743983 Low Con 0.206
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
century initiative 100 million canadians 🎉
century initiative 100 million canadians 🎉
Identity Attack0.0041992567
Insult0.0069238725
Profanity0.009664777
Threat0.006822242
Severe Toxicity0.00086307526
Low Tox 0.009361716 Moderate Con 0.323
Jan 3, 2026 1 likes 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.