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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: "all 2.9 million of them …" 14 comments
2.9 million people need to sent back their countries. Canada has become a third world toilet.
2.9 million people need to sent back their countries. Canada has become a third world toilet.
Identity Attack0.46028158
Insult0.48399165
Profanity0.07643871
Threat0.0076507707
Severe Toxicity0.021419114
Moderate 0.47119883 Low Con 0.191 Unverified_Claim
Jan 17, 2026 2.9 million Canadian temporary visas …
2.9 million housing issues have been resolved for some homeless Canadians. There is a shortage of high-school science teachers. Students have to wait more than a year to get grade 11 physics and other science …
2.9 million housing issues have been resolved for some homeless Canadians. There is a shortage of high-school science teachers. Students have to wait more than a year to get grade 11 physics and other science courses like biology. I think 2.9 million would free up some classes. It's kind of difficult to make doctors in Canada, if you don't have your high-school science. I hope this will free up the healthcare system because it is pure garbage. I have been waiting a year and a half for a surgery! Joke Government. Corrupt and Incompetent! Polygraph, Audit, Drug Test all of Government!! It's a DISGRACE!!
Identity Attack0.04951127
Insult0.3388922
Profanity0.07126612
Threat0.007197669
Severe Toxicity0.0062561035
Moderate 0.32236105 Constructive 0.699 Policy_Critique
Feb 15, 2026 2.9 million Canadian temporary visas …
Deport all 2.9 million of them.
Deport all 2.9 million of them.
Identity Attack0.22935481
Insult0.059061307
Profanity0.023994578
Threat0.13700877
Severe Toxicity0.011520386
Low Tox 0.2854869 Low Con 0.155 Call_To_Action
Jan 16, 2026 2.9 million Canadian temporary visas …
Why there are 2.9 million temporary visas from the first place ??!!! May I understand??!! Is this type to scam third world students ??!!!
Why there are 2.9 million temporary visas from the first place ??!!! May I understand??!! Is this type to scam third world students ??!!!
Identity Attack0.14019285
Insult0.15982662
Profanity0.066963166
Threat0.010757755
Severe Toxicity0.006904602
Low Tox 0.27750343 Low Con 0.266
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They …
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They are here to replace us, not to strengthen us.
Identity Attack0.116281845
Insult0.08582769
Profanity0.014805742
Threat0.00713294
Severe Toxicity0.0038337708
Low Tox 0.20312156 Moderate Con 0.412 Fear_Threat
Feb 18, 2026 2.9 million Canadian temporary visas …
We all know that we will NOT see those 2.9 Million leaving Canada.... Just like the 'student visas' and all the other visas these people get - its just to get IN - once in …
We all know that we will NOT see those 2.9 Million leaving Canada.... Just like the 'student visas' and all the other visas these people get - its just to get IN - once in then they NEVER plan to leave. Watch your crime levels go the Moon folks!
Identity Attack0.02238941
Insult0.061451588
Profanity0.013371054
Threat0.007547205
Severe Toxicity0.0023651123
Low Tox 0.11419344 Moderate Con 0.336
Jan 16, 2026 2.9 million Canadian temporary visas …
all 2.9 million of them will stay without proper papers, thanks to the liberals
all 2.9 million of them will stay without proper papers, thanks to the liberals
Identity Attack0.022590388
Insult0.028392024
Profanity0.012722028
Threat0.0071588317
Severe Toxicity0.0013923645
Low Tox 0.09438288 Low Con 0.196 Unverified_Claim
Jan 16, 2026 2 likes 2.9 million Canadian temporary visas …
Will never happen. The Liberals will never be able to find where these 2.9 million people are. And if the do find any of them, they will not deport them. Creating stricter policies, is just …
Will never happen. The Liberals will never be able to find where these 2.9 million people are. And if the do find any of them, they will not deport them. Creating stricter policies, is just "virtue signalling" to pretend they care. In reality they will not be enforcing these policies.
Identity Attack0.02037963
Insult0.026058068
Profanity0.013473531
Threat0.0077672824
Severe Toxicity0.001335144
Low Tox 0.06817148 Moderate Con 0.328 Policy_Critique
Jan 15, 2026 6 likes 2.9 million Canadian temporary visas …
Canada’s government is out of control. Immigration levels have exploded far beyond what housing, jobs, and infrastructure can support. With roughly 2.9 million temporary residents in the system, affordability has collapsed rent, food, and services …
Canada’s government is out of control. Immigration levels have exploded far beyond what housing, jobs, and infrastructure can support. With roughly 2.9 million temporary residents in the system, affordability has collapsed rent, food, and services are stretched to the breaking point. When permits expire, people must return home as the system was designed, not be quietly rolled over. Immigration has to match capacity. Bring people when there are jobs and homes not when the cost of living is already crushing everyone. Fix Canada first, then expand responsibly.
Identity Attack0.019374741
Insult0.028171662
Profanity0.01261955
Threat0.0067316215
Severe Toxicity0.001707077
Low Tox 0.063423134 Constructive 0.563 Economic_Argument
Jan 15, 2026 61 likes 2.9 million Canadian temporary visas …
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of …
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of jeet.
Identity Attack0.043839492
Insult0.016024929
Profanity0.011184863
Threat0.0064144502
Severe Toxicity0.001206398
Low Tox 0.055521555 Moderate Con 0.416 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for …
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for minimum wage jobs in Canada or jobs with no trade skills., and even if skilled workers were invited, their jobs are not in high demand or about to be replaced by AI in a couple of years. Every year over 100,000 jobs will be replaced by AI starting from the late 2026, starting from the transportation industry, customer services, office jobs, IT jobs, and education; soon healthcare and engineering as well. No developed country needs workers anymore except very few experts and there will be massive layoff, not because of the economic crisis, but because of AI. In Japan, China, and South Korea, AI are widely used and now young people with a master or PhD degree can't even get a job.
Identity Attack0.00621564
Insult0.026702631
Profanity0.013371054
Threat0.00713294
Severe Toxicity0.0015544891
Low Tox 0.048594624 Moderate Con 0.496
Jan 16, 2026 2.9 million Canadian temporary visas …
How is CBSA going to track all of these people down? 30K deportations in a year is a lot less than 2.9 million. Somehow I think this is going to a difficult problem to resolve. …
How is CBSA going to track all of these people down? 30K deportations in a year is a lot less than 2.9 million. Somehow I think this is going to a difficult problem to resolve. CBSA is not staffed for this.
Identity Attack0.0064006294
Insult0.009507888
Profanity0.00997221
Threat0.007094103
Severe Toxicity0.0007390976
Low Tox 0.021785567 Moderate Con 0.489 Policy_Critique
Feb 7, 2026 1 likes 2.9 million Canadian temporary visas …
Those same 2.9 million will claim for asylum and refugees status
Those same 2.9 million will claim for asylum and refugees status
Identity Attack0.009767435
Insult0.007778878
Profanity0.010894509
Threat0.0064468146
Severe Toxicity0.0008392334
Low Tox 0.019477395 Low Con 0.208 Unverified_Claim
Jan 16, 2026 2.9 million Canadian temporary visas …
2.9 million jobs just entered the Canadian economy. 2.9 million houses and apartments opened up...
2.9 million jobs just entered the Canadian economy. 2.9 million houses and apartments opened up...
Identity Attack0.0021088778
Insult0.006173368
Profanity0.008955972
Threat0.006039023
Severe Toxicity0.00045776367
Low Tox 0.006188785 Moderate Con 0.343
Jan 17, 2026 6 likes 2.9 million Canadian temporary visas …

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.