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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

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Active: "will the costs of the …" 265 comments · Page 10 of 11
you forgot to include the cost of propaganda
you forgot to include the cost of propaganda
Identity Attack0.0024788564
Insult0.0129089095
Profanity0.012517073
Threat0.0066345283
Severe Toxicity0.00086307526
Low Tox 0.029092113 Low Con 0.198
Mar 22, 2019 1 likes How much do refugees and …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less than the $57k/yr is considered lower class. So, again, another indicator that the Canadian government doesn't actually care about the middle class and is fine seeing it dwindle further.
Identity Attack0.008065533
Insult0.015568925
Profanity0.011116544
Threat0.00598724
Severe Toxicity0.00076293945
Low Tox 0.02873857 Constructive 0.641
Jan 3, 2026 5 likes New rules, regulations take effect …
18,000 doesnt seem much, but cost Canada 70+ Million, that a bad ratio!!
18,000 doesnt seem much, but cost Canada 70+ Million, that a bad ratio!!
Identity Attack0.0032188136
Insult0.014238917
Profanity0.010296722
Threat0.006375613
Severe Toxicity0.00077724457
Low Tox 0.027442247 Moderate Con 0.368 Economic_Argument
Dec 26, 2025 Deportations From Canada at Their …
PR here Tightening the immigration policies will ultimately bring down the costs of rent, so ultimately everyone wins out of this.
PR here Tightening the immigration policies will ultimately bring down the costs of rent, so ultimately everyone wins out of this.
Identity Attack0.011987305
Insult0.009431887
Profanity0.011150704
Threat0.007197669
Severe Toxicity0.0010538101
Low Tox 0.026145924 Constructive 0.58 Economic_Argument
Feb 13, 2026 4 likes Canada's tighter immigration policy divides …
We need to protect Tyler at all costs! He really puts himself out there to uncover the truth with pure raw footage and experiences!
We need to protect Tyler at all costs! He really puts himself out there to uncover the truth with pure raw footage and experiences!
Identity Attack0.0020256327
Insult0.013630914
Profanity0.012038844
Threat0.007637825
Severe Toxicity0.0008773804
Low Tox 0.025792383 Constructive 0.557
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Ribeyes cost $40 now
Ribeyes cost $40 now
Identity Attack0.004606233
Insult0.011312899
Profanity0.015215653
Threat0.009281937
Severe Toxicity0.0015830994
Low Tox 0.025674535 Low Con 0.255
Jan 17, 2026 Canada’s new rules in 2026
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Identity Attack0.0049577127
Insult0.014884921
Profanity0.010228404
Threat0.0058157085
Severe Toxicity0.0006532669
Low Tox 0.024731753 Constructive 0.626 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Wild it costs 6k to get to states. I say that because the Canadian government gives them 8k when they get here
Wild it costs 6k to get to states. I say that because the Canadian government gives them 8k when they get here
Identity Attack0.007843546
Insult0.012148905
Profanity0.014464149
Threat0.006647474
Severe Toxicity0.001039505
Low Tox 0.024613906 Moderate Con 0.402 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
non canadians pay landlord $3000 month for rent . Apx 10 person split the rent. This obviously drives up the cost of rent for Canadians
non canadians pay landlord $3000 month for rent . Apx 10 person split the rent. This obviously drives up the cost of rent for Canadians
Identity Attack0.014450782
Insult0.010666896
Profanity0.009835573
Threat0.006168481
Severe Toxicity0.00088214874
Low Tox 0.02402467 Constructive 0.547 Economic_Argument
Feb 22, 2026 2 likes LILLEY UNLEASHED: The fall of …
We have a huge city adding billions of dollars to economy nd infrastructure but at wat cost 😂🤣
We have a huge city adding billions of dollars to economy nd infrastructure but at wat cost 😂🤣
Identity Attack0.0017851467
Insult0.0114269
Profanity0.014942379
Threat0.006155535
Severe Toxicity0.0009775162
Low Tox 0.023671126 Low Con 0.24
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Protect the bike guy at all costs
Protect the bike guy at all costs
Identity Attack0.0032558115
Insult0.009640889
Profanity0.012892825
Threat0.0091524795
Severe Toxicity0.0012969971
Low Tox 0.022846194 Moderate Con 0.321 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
This is so alarming and such a high cost. Check the crime. High risk and still here? No wonder crime is high and safety and well being is so low.
This is so alarming and such a high cost. Check the crime. High risk and still here? No wonder crime is high and safety and well being is so low.
Identity Attack0.0015631594
Insult0.0113509
Profanity0.009493981
Threat0.0070034824
Severe Toxicity0.0007724762
Low Tox 0.022256956 Moderate Con 0.448 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it comes to immigration in the country . Should have asked Kenny who is going to pay his golf plated pension when the population starts going down and there is less taxpayers paying into the system when we start having a major population decline .
Identity Attack0.009767435
Insult0.0105148945
Profanity0.009400043
Threat0.0062785195
Severe Toxicity0.00081062317
Low Tox 0.022139108 Constructive 0.683 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Immigration wasn’t designed to help Canadians. It was designed to protect profits. The rich gained. Corporations gained. Government gained statistics. Society paid the cost.
Immigration wasn’t designed to help Canadians. It was designed to protect profits. The rich gained. Corporations gained. Government gained statistics. Society paid the cost.
Identity Attack0.008916483
Insult0.010476895
Profanity0.009562299
Threat0.005935457
Severe Toxicity0.00074386597
Low Tox 0.021903414 Moderate Con 0.352 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We can't solve the problems in other countries, or the world, by simply opening our borders to all. A large percentage of refugee claimants are fleeing economic poverty, not political persecution. Its unfortunate that Trudeaus …
We can't solve the problems in other countries, or the world, by simply opening our borders to all. A large percentage of refugee claimants are fleeing economic poverty, not political persecution. Its unfortunate that Trudeaus promises/actions have compounded our problems and are costing us a great deal in deportation management, but the alternative would be much worse. Lets change the system for the better, and develop ways to increase our birthrates internally.
Identity Attack0.00899048
Insult0.010362893
Profanity0.009681856
Threat0.0068028234
Severe Toxicity0.0008773804
Low Tox 0.021667719 Constructive 0.719 Policy_Critique
Dec 24, 2025 1 likes Deportations From Canada at Their …
How much did they cost us in free benefits before they left? Should be zero government benefits unless you are a citizen.
How much did they cost us in free benefits before they left? Should be zero government benefits unless you are a citizen.
Identity Attack0.0035332954
Insult0.011198899
Profanity0.009767254
Threat0.006641001
Severe Toxicity0.00071048737
Low Tox 0.021314176 Low Con 0.267 Economic_Argument
Dec 27, 2025 Deportations From Canada at Their …
Protect bike man at all costs
Protect bike man at all costs
Identity Attack0.0042732526
Insult0.009203887
Profanity0.012858666
Threat0.008634649
Severe Toxicity0.0013065338
Low Tox 0.021314176 Moderate Con 0.302 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This video raises another big question. How much is the CBC costing tax payers? I'm sure most Canadian's would have no problem with defunding them and sending that money back to the Canadian tax payers.
This video raises another big question. How much is the CBC costing tax payers? I'm sure most Canadian's would have no problem with defunding them and sending that money back to the Canadian tax payers.
Identity Attack0.006511623
Insult0.010818896
Profanity0.010194245
Threat0.0062849927
Severe Toxicity0.00078201294
Low Tox 0.020607091 Constructive 0.616
Oct 15, 2018 6 likes How much do refugees and …
It's happening here in the Maritimes too, but that's not a bad thing IMO. Cultural diversity is a strength. If anything we should be focused on the more important things like why it costs $2000 …
It's happening here in the Maritimes too, but that's not a bad thing IMO. Cultural diversity is a strength. If anything we should be focused on the more important things like why it costs $2000 a month for a non-trap house apartment, and why are eggs four times the price they were 5 years ago.
Identity Attack0.0049577127
Insult0.009944891
Profanity0.013439372
Threat0.0064985976
Severe Toxicity0.00091552734
Low Tox 0.02048268 Constructive 0.756 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Cost 78mill and save billions if they keep them.
Cost 78mill and save billions if they keep them.
Identity Attack0.0020811295
Insult0.010172892
Profanity0.010569996
Threat0.008686432
Severe Toxicity0.0010204315
Low Tox 0.02035702 Low Con 0.19 Economic_Argument
Dec 27, 2025 1 likes Deportations From Canada at Their …
The cost of the officers are being paid regardless so that shouldn’t be looked at in way of costs for deportations.
The cost of the officers are being paid regardless so that shouldn’t be looked at in way of costs for deportations.
Identity Attack0.0058086636
Insult0.008310881
Profanity0.010040528
Threat0.0072106146
Severe Toxicity0.0006866455
Low Tox 0.020231359 Moderate Con 0.322
Dec 25, 2025 Deportations From Canada at Their …
$420 / 12 months = $35 ( NO HWLP WITH COST OF LIVING) food alone is going up at MUCH higher rate
$420 / 12 months = $35 ( NO HWLP WITH COST OF LIVING) food alone is going up at MUCH higher rate
Identity Attack0.0019053896
Insult0.008956885
Profanity0.0118680475
Threat0.0062914654
Severe Toxicity0.001168251
Low Tox 0.020231359 Low Con 0.292 Economic_Argument
Jan 20, 2026 2 likes Canada’s new rules in 2026
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and …
Canada has all the necessary conditions to establish real manufacturing industries and increase production. With the presence of migrant labor such as workers from India—who are willing to accept lower wages than Canadian workers and others—the equation becomes clear: lower costs, higher output, and greater profitability. This workforce represents a real investment for those who know how to manage human resources and the economy intelligently.
Identity Attack0.011099357
Insult0.010210892
Profanity0.009417122
Threat0.0059548756
Severe Toxicity0.0007867813
Low Tox 0.019226074 Constructive 0.517 Economic_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
This has been outa control for a long time now, costing Billions.
This has been outa control for a long time now, costing Billions.
Identity Attack0.0014706649
Insult0.010856897
Profanity0.010774951
Threat0.006537435
Severe Toxicity0.00066280365
Low Tox 0.01847211 Moderate Con 0.311 Policy_Critique
Feb 27, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to …
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to remove them. All while homelessness population has doubled in Canada over same time period. Forget the figure heads of the parties, don't forget this when you're deciding what party to vote for
Identity Attack0.0045137387
Insult0.009545889
Profanity0.009570839
Threat0.0069646453
Severe Toxicity0.0007677078
Low Tox 0.017341165 Constructive 0.735
Dec 26, 2025 2 likes Deportations From Canada at Their …

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.