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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: "You should come to the …" 1,829 comments · Page 65 of 74
If these companies can’t find workers, then why is our unemployment rate so high in 16 years?! It’s because they want cheap labour than to pay proper wages to a Canadian. If they up the …
If these companies can’t find workers, then why is our unemployment rate so high in 16 years?! It’s because they want cheap labour than to pay proper wages to a Canadian. If they up the pay, many unemployed would come forsure but not when paying peanuts
Identity Attack0.010581387
Insult0.024382202
Profanity0.013371054
Threat0.0059160385
Severe Toxicity0.0009536743
Low Tox 0.048842013 Moderate Con 0.451 Economic_Argument
Feb 11, 2026 3 likes Canada's tighter immigration policy divides …
You should come to Australia and check what is happening here
You should come to Australia and check what is happening here
Identity Attack0.020580608
Insult0.012984909
Profanity0.019143965
Threat0.010032792
Severe Toxicity0.0024032593
Low Tox 0.048594624 Low Con 0.29 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
May this foreign energy never come to a red state in America.
May this foreign energy never come to a red state in America.
Identity Attack0.018470341
Insult0.014960921
Profanity0.011902207
Threat0.008686432
Severe Toxicity0.0015544891
Low Tox 0.048594624 Low Con 0.209 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
We not invaded Canada.... Canada government allow them to come in....
We not invaded Canada.... Canada government allow them to come in....
Identity Attack0.028418748
Insult0.0140109155
Profanity0.011253181
Threat0.007870848
Severe Toxicity0.0015735626
Low Tox 0.048099842 Low Con 0.189 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
As soon as they touch down at the airport, THEY ARE MAGICALLY CANADIAN. The ones coming in two weeks will also be Canadian. Make that make sense
As soon as they touch down at the airport, THEY ARE MAGICALLY CANADIAN. The ones coming in two weeks will also be Canadian. Make that make sense
Identity Attack0.024600167
Insult0.015340924
Profanity0.012073003
Threat0.008893564
Severe Toxicity0.0020217896
Low Tox 0.04686289 Low Con 0.224
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
Canada is in deep trouble, there is no more housing for Canadians, not enough schools and hospitals are overflowing because Trudeau invited the whole world to come and take advantage of Canada's generosity.
Canada is in deep trouble, there is no more housing for Canadians, not enough schools and hospitals are overflowing because Trudeau invited the whole world to come and take advantage of Canada's generosity.
Identity Attack0.020580608
Insult0.01929015
Profanity0.009681856
Threat0.006246155
Severe Toxicity0.0012016296
Low Tox 0.04686289 Moderate Con 0.389
Dec 28, 2025 1 likes Deportations From Canada at Their …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and …
The whole problem is because you give voting rights and citizenship. Follow the system of GCC countries. No citizenship, no voting rights, no property rights, no free education, no free health care, come work and go back.
Identity Attack0.0074365693
Insult0.018710041
Profanity0.011150704
Threat0.0070164283
Severe Toxicity0.0014972687
Low Tox 0.046368107 Low Con 0.216 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The over breeding plan of these many nations have come to fruition.
The over breeding plan of these many nations have come to fruition.
Identity Attack0.013646871
Insult0.01465692
Profanity0.015147334
Threat0.009204263
Severe Toxicity0.0022029877
Low Tox 0.046368107 Low Con 0.158 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
No jobs do not come
No jobs do not come
Identity Attack0.012139536
Insult0.012110904
Profanity0.017299367
Threat0.007547205
Severe Toxicity0.0016212463
Low Tox 0.046120718 Low Con 0.253
Jan 22, 2026 Why Canada’s immigration system has …
Hello Friends. Pls guide - Do I just need to cram these 414 questions? Do questions come as it is from these 414 questions? Pls reply
Hello Friends. Pls guide - Do I just need to cram these 414 questions? Do questions come as it is from these 414 questions? Pls reply
Identity Attack0.008028535
Insult0.012718908
Profanity0.030389199
Threat0.01508414
Severe Toxicity0.002861023
Low Tox 0.046120718 Moderate Con 0.412
Aug 16, 2025 Canadian Citizenship Test 2025 – …
My church in Brampton, they are desperately seeking to take it away from us. Constantly praying around our building. But in the name of Jesus! Our church will remain the cornerstone in that community. Gods …
My church in Brampton, they are desperately seeking to take it away from us. Constantly praying around our building. But in the name of Jesus! Our church will remain the cornerstone in that community. Gods vision has come to pass and will remain.
Identity Attack0.025605056
Insult0.013630914
Profanity0.012722028
Threat0.007365964
Severe Toxicity0.0015926361
Low Tox 0.045873325 Constructive 0.625 Identity_Assertion
Oct 2, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Wow. We are just waking up. This is what happens went Ottawa was asleep for 10 years. We don’t need a border, everyone welcome, just come on in!
Wow. We are just waking up. This is what happens went Ottawa was asleep for 10 years. We don’t need a border, everyone welcome, just come on in!
Identity Attack0.01274247
Insult0.018452216
Profanity0.0118680475
Threat0.0074954215
Severe Toxicity0.0016021729
Low Tox 0.045873325 Moderate Con 0.347 Policy_Critique
Jan 20, 2026 1 likes Why Canada’s immigration system has …
The canadian govt lures these wealthy people to come and spend all their money, that is the total objective. Taxable money machine.
The canadian govt lures these wealthy people to come and spend all their money, that is the total objective. Taxable money machine.
Identity Attack0.009767435
Insult0.023995465
Profanity0.010569996
Threat0.006051969
Severe Toxicity0.00096797943
Low Tox 0.045873325 Low Con 0.105 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
it's a issue with bribes false documents and fake passports starting in the counties they come from more checking need
it's a issue with bribes false documents and fake passports starting in the counties they come from more checking need
Identity Attack0.004236255
Insult0.02212623
Profanity0.011543535
Threat0.0064468146
Severe Toxicity0.0010824203
Low Tox 0.045625936 Moderate Con 0.373
Dec 28, 2025 Deportations From Canada at Their …
Bro @TylerOliveira you need to come to Frisco Texas is another place you need to visit
Bro @TylerOliveira you need to come to Frisco Texas is another place you need to visit
Identity Attack0.01087737
Insult0.01648093
Profanity0.017914234
Threat0.008867673
Severe Toxicity0.0023937225
Low Tox 0.045378547 Moderate Con 0.418 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
You can count Getting your EI benefit, CPP Benefit and OAS benefit, free Medical..... But when come to Immigration.... You want to Doubt your own Gov't for its Judgement
You can count Getting your EI benefit, CPP Benefit and OAS benefit, free Medical..... But when come to Immigration.... You want to Doubt your own Gov't for its Judgement
Identity Attack0.013546381
Insult0.018452216
Profanity0.0103992
Threat0.0064015044
Severe Toxicity0.0012159348
Low Tox 0.045378547 Moderate Con 0.406 Policy_Critique
Aug 24, 2025 4 likes Why Canadians Are Turning Against …
This is a problem not just in Canada. But throughout the Anglosphere, Europe, and Nato affiliates generally. Love from the UK 🇬🇧 Joe Public is steaming about it, and the lid is coming off the …
This is a problem not just in Canada. But throughout the Anglosphere, Europe, and Nato affiliates generally. Love from the UK 🇬🇧 Joe Public is steaming about it, and the lid is coming off the pressure cooker soon.
Identity Attack0.011987305
Insult0.01838776
Profanity0.012722028
Threat0.00789674
Severe Toxicity0.0013446808
Low Tox 0.044636376 Moderate Con 0.456 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
The problem is, if the immigrants keep coming in, it would change canada so much that it ceases to be a liberal democratic country that values people's rights; it's easy enough for immigrants to "roll …
The problem is, if the immigrants keep coming in, it would change canada so much that it ceases to be a liberal democratic country that values people's rights; it's easy enough for immigrants to "roll back" their beliefs to a previous version, if even one or two charismatic new immigrants start fomenting those beliefs. The very thing could undermine itself, so there should be tighter bordres. The people who've been there since 1979 don't have to leave.
Identity Attack0.028886627
Insult0.016860934
Profanity0.010245483
Threat0.0067186756
Severe Toxicity0.0012588501
Low Tox 0.044636376 Constructive 0.551 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Do you ever plan to come to Russia?
Do you ever plan to come to Russia?
Identity Attack0.019073274
Insult0.013174911
Profanity0.015318131
Threat0.0076637166
Severe Toxicity0.0016117096
Low Tox 0.044388983 Moderate Con 0.306 Question
Feb 8, 2026 Inside Canada's Indian Invasion...
Tyler!!! Come to Thunder Bay!!!! Come and drive hwy 11 and 17 and 11/17. There's so much content and Interviews to do in Canada with everything that's going on!
Tyler!!! Come to Thunder Bay!!!! Come and drive hwy 11 and 17 and 11/17. There's so much content and Interviews to do in Canada with everything that's going on!
Identity Attack0.008953481
Insult0.01465692
Profanity0.012004685
Threat0.01052473
Severe Toxicity0.0022602081
Low Tox 0.044141594 Constructive 0.57 Call_To_Action
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
Thank you for coming, please stop at the gift shop in the airport on your way home.
Thank you for coming, please stop at the gift shop in the airport on your way home.
Identity Attack0.0031263188
Insult0.018129934
Profanity0.010723713
Threat0.0077154995
Severe Toxicity0.0012159348
Low Tox 0.043399423 Moderate Con 0.472 Humor_Satire
Jan 15, 2026 6 likes 2.9 million Canadian temporary visas …
U should come to surrey
U should come to surrey
Identity Attack0.009101473
Insult0.014048916
Profanity0.023994578
Threat0.011715741
Severe Toxicity0.0031280518
Low Tox 0.043399423 Low Con 0.258 Solidarity
Feb 12, 2026 Inside Canada's Indian Invasion...
Canada? Brother come to Frisco Texas.
Canada? Brother come to Frisco Texas.
Identity Attack0.018872296
Insult0.015644927
Profanity0.012414595
Threat0.007547205
Severe Toxicity0.0018692017
Low Tox 0.04315203 Moderate Con 0.384 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Because too many aren’t coming to be “Canadian” they’re coming to express and expand their culture in Canada.
Because too many aren’t coming to be “Canadian” they’re coming to express and expand their culture in Canada.
Identity Attack0.029917859
Insult0.015644927
Profanity0.010279642
Threat0.006330303
Severe Toxicity0.0012588501
Low Tox 0.04315203 Moderate Con 0.398
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
coming form a canadian, thanks for making this
coming form a canadian, thanks for making this
Identity Attack0.027614836
Insult0.015188923
Profanity0.0137468055
Threat0.0073918556
Severe Toxicity0.0020122528
Low Tox 0.04290464 Moderate Con 0.451
Jan 27, 2026 Inside Canada's Indian Invasion...

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.