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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: "Not if you avoid them …" 71 comments · Page 3 of 3
As a Candian I live 15 minutes away and I've only been there twice. I go out of my way to avoid Brampton
As a Candian I live 15 minutes away and I've only been there twice. I go out of my way to avoid Brampton
Identity Attack0.035331827
Insult0.017420914
Profanity0.019007329
Threat0.008427517
Severe Toxicity0.0019168854
Low Tox 0.062236045 Constructive 0.61 Personal_Narrative
Dec 22, 2025 19 likes Inside Canada's Indian Metropolis (Brampton)
I avoid Brampton at all costs.
I avoid Brampton at all costs.
Identity Attack0.011691323
Insult0.01838776
Profanity0.0127903465
Threat0.010265815
Severe Toxicity0.0019073486
Low Tox 0.059974585 Moderate Con 0.36 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Love your videos but I am done with seeing advertisements within the videos when I pay a monthly fee for YouTube Prime to AVOID advertisements. I am so out
Love your videos but I am done with seeing advertisements within the videos when I pay a monthly fee for YouTube Prime to AVOID advertisements. I am so out
Identity Attack0.0076215584
Insult0.01617693
Profanity0.028093686
Threat0.0089712385
Severe Toxicity0.0024986267
Low Tox 0.057005897 Constructive 0.579
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You mean “New” Canadians? There are far bigger issues for tax payers to worry about than what we call the newest Canadians amongst us. No doubt systems can be abused, but, there are far bigger, …
You mean “New” Canadians? There are far bigger issues for tax payers to worry about than what we call the newest Canadians amongst us. No doubt systems can be abused, but, there are far bigger, home grown issues that are more expensive, much more normalised and ignored, than what the cost is for helping new Canadians avoid starvation and dying of exposure.
Identity Attack0.018470341
Insult0.02264188
Profanity0.011167783
Threat0.00933372
Severe Toxicity0.00166893
Low Tox 0.056758508 Moderate Con 0.487
Aug 14, 2019 How much do refugees and …
What a lot. "We don't have actual numbers on how ineffective and broken we are but we would like to emphasize that we try very hard to avoid certain accountability."
What a lot. "We don't have actual numbers on how ineffective and broken we are but we would like to emphasize that we try very hard to avoid certain accountability."
Identity Attack0.0018776412
Insult0.030595649
Profanity0.011543535
Threat0.0059322207
Severe Toxicity0.00078201294
Low Tox 0.055521555 Moderate Con 0.411 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Carney plans to continue mass immigration all while artificially propping up the housing market to avoid a price crash.
Carney plans to continue mass immigration all while artificially propping up the housing market to avoid a price crash.
Identity Attack0.012340514
Insult0.018065477
Profanity0.010740792
Threat0.007365964
Severe Toxicity0.0012016296
Low Tox 0.04760506 Low Con 0.192 Policy_Critique
Jun 18, 2025 How Canada broke its immigration …
Tax every dollar that moves, every tome it moves in and out. 4% no exemptions edudctios derferrals or reebatees. No income or other taxes tax CRS can pursuer tax avoidance - working for cash smuddling …
Tax every dollar that moves, every tome it moves in and out. 4% no exemptions edudctios derferrals or reebatees. No income or other taxes tax CRS can pursuer tax avoidance - working for cash smuddling money lainderingf people smuggling etc.
Identity Attack0.0022753682
Insult0.02283525
Profanity0.013473531
Threat0.007081157
Severe Toxicity0.0012683868
Low Tox 0.04711028 Moderate Con 0.352 Policy_Critique
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
I have friends and colleagues I care deeply about that will be negatively affected by this... and I still support it! Canada needs to prioritize its citizens and it continues to fail to do this …
I have friends and colleagues I care deeply about that will be negatively affected by this... and I still support it! Canada needs to prioritize its citizens and it continues to fail to do this in so many sectors. It succeeds in others but food and job insecurity, and then housing, are massive issues in this country that could easily be avoided if the government stepped in. It doesn't matter what your political views are - take care of the citizens, even if it hurts people you care about that aren't citizens.
Identity Attack0.007547563
Insult0.024511116
Profanity0.015659723
Threat0.0072365063
Severe Toxicity0.0015163422
Low Tox 0.046368107 Constructive 0.852 Moral_Argument
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than the average Canadian tax payer
Identity Attack0.017264472
Insult0.02051482
Profanity0.01084327
Threat0.0064468146
Severe Toxicity0.0011110306
Low Tox 0.045131154 Moderate Con 0.356 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Well, that's one city to avoid in Canada. Please don't bring this to the west. Stay in the east, please.
Well, that's one city to avoid in Canada. Please don't bring this to the west. Stay in the east, please.
Identity Attack0.023193322
Insult0.014884921
Profanity0.010245483
Threat0.007365964
Severe Toxicity0.0014209747
Low Tox 0.044388983 Moderate Con 0.439
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
New trend just apply for Refugee status through lawyer to avoid deportation, look it up for reference
New trend just apply for Refugee status through lawyer to avoid deportation, look it up for reference
Identity Attack0.010581387
Insult0.008918885
Profanity0.009869732
Threat0.006530962
Severe Toxicity0.00076293945
Low Tox 0.023788974 Moderate Con 0.352
Dec 24, 2025 1 likes Deportations From Canada at Their …
Not if you avoid them all together. Please keep all Maple Magas in detention as long as you like Donny.
Not if you avoid them all together. Please keep all Maple Magas in detention as long as you like Donny.
Identity Attack0.00096917467
Insult0.0037217548
Profanity0.00008306157
Threat0.0073499694
Severe Toxicity0.000008818668
Low Tox 0.023419939 Humor_Satire
Dec 10, 2025
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for a expetion to avoid a month quarantine to dr Robert strange personality and he denied!!!! So who cares what President Donald Trump says let's arrest dr Robert strange!!!!!! Nova Scotia tooooppppppppppppppppp doctor!!!!!
Identity Attack0.00032591706
Insult0.003249761
Profanity0.00015556572
Threat0.007385208
Severe Toxicity0.000010820748
Low Tox 0.022022238
Dec 8, 2025 8 likes
For the last decade, Canada has been aggresively trying to boost its population in order to avoid a population collapse among native born Canadians in the next 20 years. Demographics are destiny. Governments need people …
For the last decade, Canada has been aggresively trying to boost its population in order to avoid a population collapse among native born Canadians in the next 20 years. Demographics are destiny. Governments need people to support the economy and tax system. You can’t have economic growth without population growth.
Identity Attack0.006511623
Insult0.00971689
Profanity0.009587918
Threat0.006479179
Severe Toxicity0.00076293945
Low Tox 0.017592486 Moderate Con 0.357 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Only makes sense to avoid everything USA whenever possible 😊
Only makes sense to avoid everything USA whenever possible 😊
Identity Attack0.0015827361
Insult0.00083999167
Profanity0.00004579796
Threat0.002267128
Severe Toxicity0.00000608113
Low Tox 0.010252177 Call_To_Action
Dec 8, 2025
All the more reasons for Canadians to avoid any travel to the USA.
All the more reasons for Canadians to avoid any travel to the USA.
Identity Attack0.0010427068
Insult0.00034228805
Profanity0.000025819814
Threat0.00005440536
Severe Toxicity0.0000025188288
Low Tox 0.0016767307 Call_To_Action
Dec 8, 2025
Avoid the mess across the border by not going there. As PM Carney said, "Who cares!"
Avoid the mess across the border by not going there. As PM Carney said, "Who cares!"
Identity Attack0.00007325862
Insult0.00040508676
Profanity0.000036944686
Threat0.000045733977
Severe Toxicity0.0000021014323
Low Tox 0.0010937346
Dec 10, 2025
Hm...I'm sure there must be some easy way to avoid the hassle and risk of visiting Magastan...hmm...
Hm...I'm sure there must be some easy way to avoid the hassle and risk of visiting Magastan...hmm...
Identity Attack0.00007427238
Insult0.0003688675
Profanity0.000036640064
Threat0.000027363732
Severe Toxicity0.000001954854
Low Tox 0.00087357656 Humor_Satire
Dec 26, 2025
If you want to avoid the new rules, just don't go to Magastan.
If you want to avoid the new rules, just don't go to Magastan.
Identity Attack0.00020226324
Insult0.00026642453
Profanity0.00003636607
Threat0.000039109203
Severe Toxicity0.0000021943258
Low Tox 0.000837633
Dec 7, 2025 245 likes
My advice is to avoid the USA. It's not a safe travel destination.
My advice is to avoid the USA. It's not a safe travel destination.
Identity Attack0.000120198696
Insult0.00019355761
Profanity0.000020021582
Threat0.00002667222
Severe Toxicity0.0000020488255
Low Tox 0.0005407788 Fear_Threat
Dec 8, 2025
It's easy to avoid these new measures. Just don't go!
It's easy to avoid these new measures. Just don't go!
Identity Attack0.00006468682
Insult0.00013886449
Profanity0.000018829734
Threat0.00002442377
Severe Toxicity0.0000023537523
Low Tox 0.0003458605
Dec 8, 2025 58 likes

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.