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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: "A drop in the bucket" 17 comments
Drop in a bucket!!! Liberals should feel ashamed for the state they have put Canadians in over the last 10+ years!
Drop in a bucket!!! Liberals should feel ashamed for the state they have put Canadians in over the last 10+ years!
Identity Attack0.10221587
Insult0.22770336
Profanity0.03239325
Threat0.1401159
Severe Toxicity0.014898917
Moderate 0.3317266 Low Con 0.271 Policy_Critique
Dec 27, 2025 1 likes Deportations From Canada at Their …
It’s not even a drop in the bucket. Canada is dead. I’m moving to Alberta before they leave and I have to immigrate there.
It’s not even a drop in the bucket. Canada is dead. I’m moving to Alberta before they leave and I have to immigrate there.
Identity Attack0.12208464
Insult0.0623257
Profanity0.022286616
Threat0.033386398
Severe Toxicity0.00541687
Low Tox 0.20172562 Moderate Con 0.323
Dec 29, 2025 Deportations From Canada at Their …
A drop in the bucket. I see 5000 daily that should be booted immediately.
A drop in the bucket. I see 5000 daily that should be booted immediately.
Identity Attack0.006696612
Insult0.028832749
Profanity0.017914234
Threat0.13616586
Severe Toxicity0.0050354004
Low Tox 0.15656179 Moderate Con 0.368
Dec 24, 2025 8 likes Deportations From Canada at Their …
A drop in the bucket
A drop in the bucket
Identity Attack0.006437627
Insult0.023866551
Profanity0.07320584
Threat0.085497424
Severe Toxicity0.007896423
Low Tox 0.1537979 Moderate Con 0.316 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
It's not a Liberal or Conservative issue any longer. Unless someone is hiding under the rock, there is no way to avoid facing the effects of Liberal disastrous immigration over past 10 yrs. Before 2015, …
It's not a Liberal or Conservative issue any longer. Unless someone is hiding under the rock, there is no way to avoid facing the effects of Liberal disastrous immigration over past 10 yrs. Before 2015, illegal immigration = 0 🟢By end of 2026, temporary residents with expired and illegal status = 2.6 million ⏳Illegal immigration is promoting a vast underground economy and destroying Canada each day. *20,000 deportations/year is just a drop in the bucket-it needs to be 100,000+ for real change.* ✈💥
Identity Attack0.068465814
Insult0.06529768
Profanity0.01764096
Threat0.009281937
Severe Toxicity0.0035095215
Low Tox 0.15158679 Moderate Con 0.449 Policy_Critique
Feb 25, 2026 'We do know that there's …
The number has increased because Trudeau and the Liberals let millions of unvented people into Canada. It takes years to remove them. This is a drop in the bucket.
The number has increased because Trudeau and the Liberals let millions of unvented people into Canada. It takes years to remove them. This is a drop in the bucket.
Identity Attack0.024198212
Insult0.036809623
Profanity0.012141321
Threat0.022335978
Severe Toxicity0.0032424927
Low Tox 0.11212669 Moderate Con 0.367 Policy_Critique
Dec 25, 2025 10 likes Deportations From Canada at Their …
A drop in the bucket compared to the money we tax payers have shelled out to house bogus Roxham roaders. These so called refugee lawyers, advocates, and NGOs have a vested interest in keeping a …
A drop in the bucket compared to the money we tax payers have shelled out to house bogus Roxham roaders. These so called refugee lawyers, advocates, and NGOs have a vested interest in keeping a steady stream of illegals coming through because that's how their bread is buttered but more importantly its a specific world view. But the media is all in on this worldview so its an echo chamber.
Identity Attack0.054763943
Insult0.04090862
Profanity0.014771583
Threat0.0069646453
Severe Toxicity0.002336502
Low Tox 0.11150667 Moderate Con 0.387
Dec 24, 2025 2 likes Deportations From Canada at Their …
Hundreds? A drop in the bucket
Hundreds? A drop in the bucket
Identity Attack0.0042547537
Insult0.021610579
Profanity0.022901481
Threat0.058180105
Severe Toxicity0.004425049
Low Tox 0.10870059 Low Con 0.227 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
18'000 out, but immigration says they're bringing in over a million a year. Literally a drop in a bucket.
18'000 out, but immigration says they're bringing in over a million a year. Literally a drop in a bucket.
Identity Attack0.048480038
Insult0.026702631
Profanity0.014395831
Threat0.007365964
Severe Toxicity0.0019168854
Low Tox 0.10175867 Moderate Con 0.399 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …
2015 - Zero illegal immigrants. 2016 - 2.6 million illegal immigrants. 20,000 deportation per year is just a drop in the bucket. *Need to raise it to 100,000 per year to see real results.*
2015 - Zero illegal immigrants. 2016 - 2.6 million illegal immigrants. 20,000 deportation per year is just a drop in the bucket. *Need to raise it to 100,000 per year to see real results.*
Identity Attack0.051353373
Insult0.019547975
Profanity0.010587076
Threat0.006757513
Severe Toxicity0.0017166138
Low Tox 0.08004235 Moderate Con 0.376 Unverified_Claim
Feb 8, 2026 Deportations From Canada at Their …
This is a drop in the bucket, Canada needs mass remigration NOW 🤨
This is a drop in the bucket, Canada needs mass remigration NOW 🤨
Identity Attack0.016058605
Insult0.023093075
Profanity0.014259194
Threat0.01119791
Severe Toxicity0.002784729
Low Tox 0.071337044 Low Con 0.153 Fear_Threat
Feb 18, 2026 4 likes Canadian immigration officers investigating hundreds …
Metro Vancouver went from 2.5 mil to 3.5 mil since the pandemic. In that same window almost all my friends left the city as part of a massive exodus. 78k is a drop in the …
Metro Vancouver went from 2.5 mil to 3.5 mil since the pandemic. In that same window almost all my friends left the city as part of a massive exodus. 78k is a drop in the bucket, we've brought in millions and millions who we don't have space for. If you can't add lanes to our bridges we shouldn't be growing at this pace. How do we get rid of these millions? Are you going to intentionally make this cost as much as possible so that we give up and accept the new normal? You planned this in advance, you don't want Millennials to have kids.
Identity Attack0.010507392
Insult0.026960457
Profanity0.015454767
Threat0.008311004
Severe Toxicity0.002155304
Low Tox 0.06421452 Constructive 0.708
Dec 26, 2025 Deportations From Canada at Their …
still just a drop in the bucket.
still just a drop in the bucket.
Identity Attack0.002848835
Insult0.017807651
Profanity0.01887069
Threat0.017328756
Severe Toxicity0.0023841858
Low Tox 0.056758508 Low Con 0.22 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million temporary residents will see their status expire, many at risk of slipping into illegality. This failure of policy has already fueled a growing underground economy across the country. Deporting just 20,000 people a year is a drop in the bucket. *The only credible response* from the Carney government demands decisive action—raising *deportation* numbers to well over 100,000 annually to restore integrity to the system.
Identity Attack0.014852738
Insult0.025284592
Profanity0.013780965
Threat0.007197669
Severe Toxicity0.0015354156
Low Tox 0.056263726 Moderate Con 0.437 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Smoke and mirrors! This is a drop in the bucket compared to the hundreds of thousands that should never have been let in the door..... Retired LEO.
Smoke and mirrors! This is a drop in the bucket compared to the hundreds of thousands that should never have been let in the door..... Retired LEO.
Identity Attack0.0035702933
Insult0.022512967
Profanity0.010723713
Threat0.00933372
Severe Toxicity0.0015163422
Low Tox 0.051810697 Low Con 0.295 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
Identity Attack0.016159095
Insult0.014086916
Profanity0.010535837
Threat0.008789998
Severe Toxicity0.0013160706
Low Tox 0.045625936 Moderate Con 0.385
Dec 26, 2025 Deportations From Canada at Their …
They need a moritorium for 5 years. These numbers are just a drop in the bucket
They need a moritorium for 5 years. These numbers are just a drop in the bucket
Identity Attack0.0026823445
Insult0.015948927
Profanity0.013576009
Threat0.0077802283
Severe Toxicity0.0010824203
Low Tox 0.034984488 Low Con 0.137 Policy_Critique
Jan 6, 2026 1 likes New rules, regulations take effect …

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.