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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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Search comment text, filter by category or toxicity level
Active: "All done by design you …" 7 comments
All done by design and on purpose by the liarberals...period!
All done by design and on purpose by the liarberals...period!
Identity Attack0.05612817
Insult0.5072643
Profanity0.07320584
Threat0.0082074385
Severe Toxicity0.008392334
Moderate 0.4394682 Low Con 0.139 Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Canadians could never afford more than two children since the 60’s unless both parents go out to work! Now since the poison Covid vaxs spike proteins attack the testies and the ovaries, the rate of …
Canadians could never afford more than two children since the 60’s unless both parents go out to work! Now since the poison Covid vaxs spike proteins attack the testies and the ovaries, the rate of still births or spontaneous abortions are up 1000 %! Like Carney said, Muslim values are Canadian values so it’s all done by design and it’s obvious at this point!
Identity Attack0.2846865
Insult0.11978693
Profanity0.029460056
Threat0.010835429
Severe Toxicity0.01159668
Low Tox 0.28548008 Moderate Con 0.472 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
The liberal government is to blame for all this. It is being done by design. They want us poor and hungry so that we become scared and obedient citizens.
The liberal government is to blame for all this. It is being done by design. They want us poor and hungry so that we become scared and obedient citizens.
Identity Attack0.052944973
Insult0.097093195
Profanity0.020032106
Threat0.009204263
Severe Toxicity0.0035476685
Low Tox 0.20032968 Low Con 0.295 Unverified_Claim
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have to work 2-3 minimum wage paying jobs to get by, no we don't want to live 4 or more to a 400 sqft studio apartment, yes we want to be able to afford our own homes, yes we want to be able to achieve a stable middle class lifestyle. That doesn't work for the crony capitalists who's greed and lust for power always needs satiating. So we have the Liberal government bringing in more immigrants than we have infrastructure to accommodate in an effort to keep wages down so profits can always be up. Immigrants who are willing to accept a lower quality of life than what most Canadians expect/accustom to because it's still superior to where they came from. So the quality of life for all Canadians is exponentially reduced. We are to accept a lower quality of life and if we resist then we are branded with all kinds of derogatory names; racist, xenophobe, fascist, unacceptable fringe, far-right extremists, et al. What's undeniable is that before the Liberals took power in 2015 we had an immigration system in Canada that worked quite well and that since the Liberals took power our immigration system is a destructive mess. This isn't by accident or incompetence, it's intentional, by design. Unfortunately Canada has a problem with so much of our population being ideologically blind, willingly ignorant, easily manipulated, cowardly staying in an abusive relation with our current oppressive government. Question is can the country be saved before too much damage is done?
Identity Attack0.030433474
Insult0.0820023
Profanity0.021056883
Threat0.0068416605
Severe Toxicity0.00289917
Low Tox 0.15213956 Constructive 0.741
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
All done by design you Canadians to bring in the New World order and the one with government
All done by design you Canadians to bring in the New World order and the one with government
Identity Attack0.023796257
Insult0.018774498
Profanity0.010347961
Threat0.006641001
Severe Toxicity0.0015449524
Low Tox 0.045378547 Low Con 0.129 Unverified_Claim
Nov 20, 2025 1 likes Why Canadians Are Turning Against …
DONE BY DESIGN!
DONE BY DESIGN!
Identity Attack0.0028118372
Insult0.009944891
Profanity0.013029462
Threat0.0072365063
Severe Toxicity0.001335144
Low Tox 0.019477395 Moderate Con 0.34 Unverified_Claim
Nov 21, 2025 1 likes Thousands of refugees allowed into …
At this point it sure seems like this was done by design.
At this point it sure seems like this was done by design.
Identity Attack0.0037552824
Insult0.008956885
Profanity0.014122557
Threat0.0074436385
Severe Toxicity0.0011110306
Low Tox 0.018095128 Low Con 0.179 Fear_Threat
Feb 26, 2026 181 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

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.