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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 #}

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: "Deport all of them criminals …" 58 comments · Page 3 of 3
For _years_, thoughtful and well-meaning people have been showing the evidence that massive over-immigration was detrimental to Canada. They were rewarded by being called r-ists and xenophobes. Turns out that, actually, they were right. Canada …
For _years_, thoughtful and well-meaning people have been showing the evidence that massive over-immigration was detrimental to Canada. They were rewarded by being called r-ists and xenophobes. Turns out that, actually, they were right. Canada needs, right now, a 100% moratorium on all immigration for at least three years to allow infrastructure and health care to catch up. After that, a very slow and gradual increase to maximim 1% current population levels, with a strict focus on STEM and health care grads. Not their parents and grandparents and great aunts. And if any of them breaks the Canadian criminal code, they are deported within 24 hours.
Identity Attack0.073429056
Insult0.06634661
Profanity0.020373698
Threat0.007637825
Severe Toxicity0.0036239624
Low Tox 0.14429577 Constructive 0.511 Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
How about immigrants pay a nominal fee to gain entry to Canada covering legal processing that proves they are not criminals and that they can support themselves while here. Failure to these comply with these …
How about immigrants pay a nominal fee to gain entry to Canada covering legal processing that proves they are not criminals and that they can support themselves while here. Failure to these comply with these terms or any bad behaviour should result in automatic deportation. Otherwise, who is to pay for all their needs. Canadian households can no longer bear the weight of this illogical 'aid' to foreigners.
Identity Attack0.10221587
Insult0.046178754
Profanity0.012038844
Threat0.007081157
Severe Toxicity0.0024795532
Low Tox 0.12867521 Moderate Con 0.434
Dec 12, 2025 Quebec Ends Economic Immigration Program …
One thing y'all gotta know that all these people are legally there and criminals are deported. Also they pay at least 50k cad upfront + yearly tuition fee(4 times more than a domestic student) and …
One thing y'all gotta know that all these people are legally there and criminals are deported. Also they pay at least 50k cad upfront + yearly tuition fee(4 times more than a domestic student) and they pay taxes. So except there being a lot of them there isn't really anything wrong.
Identity Attack0.04048799
Insult0.046178754
Profanity0.014225035
Threat0.007922632
Severe Toxicity0.0023841858
Low Tox 0.11202335 Constructive 0.613
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I think what this is saying is they will not be tried by the criminal justice system but deported. No consequences. Just deport. Try again later. At 1:42 it says, "While Police may be limited …
I think what this is saying is they will not be tried by the criminal justice system but deported. No consequences. Just deport. Try again later. At 1:42 it says, "While Police may be limited in their ability to have charges approved, in some of the cases involving foreign nationals, federal immigration laws could be a useful tool in helping ease the extortion threat."
Identity Attack0.04023018
Insult0.025155678
Profanity0.018119188
Threat0.02855184
Severe Toxicity0.0032043457
Low Tox 0.11140333 Constructive 0.57 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I'm not against migrants, I'm against criminals. If a person has come to a country and adheres to the laws and traditions of that country. And if you came to commit a crime, then deportation …
I'm not against migrants, I'm against criminals. If a person has come to a country and adheres to the laws and traditions of that country. And if you came to commit a crime, then deportation is the right decision. That's why I want to say that we are all human beings.
Identity Attack0.06613251
Insult0.022964163
Profanity0.017026093
Threat0.0091524795
Severe Toxicity0.0025558472
Low Tox 0.10522962 Constructive 0.767
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Some of the street cops don't take the initiative but some of them take the extra step to bring it up the chain when they find criminals living here illegally. I know from experience as …
Some of the street cops don't take the initiative but some of them take the extra step to bring it up the chain when they find criminals living here illegally. I know from experience as my ex was abusive and a cop took the time to start the process and my ex got deported
Identity Attack0.025806036
Insult0.032138187
Profanity0.01764096
Threat0.01086132
Severe Toxicity0.0020885468
Low Tox 0.10175867 Constructive 0.833 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …
If an individual has been found to have a bogus claim, then deport them. If Visas have expired then then they should not be allowed to claim asylum and they should be deported. Non citizens …
If an individual has been found to have a bogus claim, then deport them. If Visas have expired then then they should not be allowed to claim asylum and they should be deported. Non citizens who have been criminally charged should be deported. The process is in place, it just needs to be adhered to.
Identity Attack0.030175667
Insult0.024768941
Profanity0.013268576
Threat0.020264024
Severe Toxicity0.002632141
Low Tox 0.10002319 Moderate Con 0.386 Policy_Critique
Feb 23, 2026 224 likes 'We do know that there's …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones …
From what I heard coming from other source .Also when I see them at food banks taking home more than $150.00 in groceries from just 1 food bank they goto 9 amonth .their cell phones are top of the line .Clothes and shoes brand name only .Gold jewllery ladys purses $300.00 and up .And they all have cars from 40 thousand and up . One place i never see them is value village .How do they do iit ?I had 2 kids and on welfare a few years back and I had a hard time trying to get some things that we badly needed and could not afford and things were a lot cheaper .The most I ever spent at no frills been on assistance was $75.00 for the whole month .6 years ago and no cell phone gold. or cars .So how these people do it ?oh and by the way I go ti no frills once a week .Those same refugees are there every thursday spending $500.00. on goceries and none of them work .Some time neighbours talk and thats how things are know .Our government is a big lier .We the tax payers are paying for all of these Once a refugee of this country one canot be sent back or deported so if this refugee never finds a job you the tax payer and I will pay for his or her assistance and maybe for a life time .like in the case of gypsies refugees they are all on assistance go to all the food banks rob the community of their belongins their cars items from stores donations in front of churches and stores they dress the best also spend hundreds of dollars on food they shop for clothes at the mall and we the tax payer brake our backs 6 days a week 10 hours a day like me and I cant afford even half of what these people can .So even if they become criminals we have to support them .Some refugee law and rights should be changed to ensure that tax payers are not been taking advantage of .
Identity Attack0.00932346
Insult0.027841117
Profanity0.025907494
Threat0.006647474
Severe Toxicity0.0019931793
Low Tox 0.063423134 Constructive 0.726
Jun 16, 2018 3 likes How much do refugees and …

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.