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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: "Its in the millions not …" 526 comments · Page 20 of 22
3 million Visas are about to expire. These people will just leave? They will apply for refugee status or asylum claims, which takes another 4 years to get a hearing? The taxpayers pay for housing …
3 million Visas are about to expire. These people will just leave? They will apply for refugee status or asylum claims, which takes another 4 years to get a hearing? The taxpayers pay for housing and benefits?
Identity Attack0.008324518
Insult0.00983089
Profanity0.009903891
Threat0.0065697995
Severe Toxicity0.0008916855
Low Tox 0.022728346 Moderate Con 0.349 Question
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
and they took in 5 million in that time
and they took in 5 million in that time
Identity Attack0.004994711
Insult0.008994885
Profanity0.015625564
Threat0.00951496
Severe Toxicity0.0015258789
Low Tox 0.022728346 Low Con 0.215
Dec 23, 2025 35 likes Deportations From Canada at Their …
How is CBSA going to track all of these people down? 30K deportations in a year is a lot less than 2.9 million. Somehow I think this is going to a difficult problem to resolve. …
How is CBSA going to track all of these people down? 30K deportations in a year is a lot less than 2.9 million. Somehow I think this is going to a difficult problem to resolve. CBSA is not staffed for this.
Identity Attack0.0064006294
Insult0.009507888
Profanity0.00997221
Threat0.007094103
Severe Toxicity0.0007390976
Low Tox 0.021785567 Moderate Con 0.489 Policy_Critique
Feb 7, 2026 1 likes 2.9 million Canadian temporary visas …
Millions more are on their way.
Millions more are on their way.
Identity Attack0.005401687
Insult0.009545889
Profanity0.011697251
Threat0.007598988
Severe Toxicity0.0011205673
Low Tox 0.021432023 Moderate Con 0.311 Fear_Threat
Jun 18, 2025 8 likes How Canada broke its immigration …
How much are we short? That's the number we let in. Out of the million, how has the skills we need?
How much are we short? That's the number we let in. Out of the million, how has the skills we need?
Identity Attack0.0027008436
Insult0.010438894
Profanity0.012073003
Threat0.006925808
Severe Toxicity0.00081062317
Low Tox 0.02048268 Low Con 0.251 Question
Feb 1, 2026 Why Canada’s immigration system has …
Real population is closer to a million
Real population is closer to a million
Identity Attack0.006992595
Insult0.008880884
Profanity0.014634945
Threat0.007249452
Severe Toxicity0.0012159348
Low Tox 0.02035702 Low Con 0.213
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We imported 2.5 million people from 2021 to 2025. (20,000/year is not gonna do anything)
We imported 2.5 million people from 2021 to 2025. (20,000/year is not gonna do anything)
Identity Attack0.0047172266
Insult0.008272881
Profanity0.010604155
Threat0.006874025
Severe Toxicity0.0007677078
Low Tox 0.019477395 Moderate Con 0.34
Dec 29, 2025 Deportations From Canada at Their …
Those same 2.9 million will claim for asylum and refugees status
Those same 2.9 million will claim for asylum and refugees status
Identity Attack0.009767435
Insult0.007778878
Profanity0.010894509
Threat0.0064468146
Severe Toxicity0.0008392334
Low Tox 0.019477395 Low Con 0.208 Unverified_Claim
Jan 16, 2026 2.9 million Canadian temporary visas …
Sounds like the government should be buying 2.8 million one way tickets
Sounds like the government should be buying 2.8 million one way tickets
Identity Attack0.0035147965
Insult0.008880884
Profanity0.01220964
Threat0.007598988
Severe Toxicity0.0010633469
Low Tox 0.01859777 Low Con 0.175 Call_To_Action
Jan 18, 2026 2.9 million Canadian temporary visas …
18,000 people multiplied by a $500 one way ticket to india comes to only 9 million.
18,000 people multiplied by a $500 one way ticket to india comes to only 9 million.
Identity Attack0.008435511
Insult0.00817788
Profanity0.01220964
Threat0.0073918556
Severe Toxicity0.001039505
Low Tox 0.01834645 Low Con 0.261
Dec 26, 2025 Deportations From Canada at Their …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then Switzerland would be obligated to withdraw from certain treaties involving free movement of European citizens. Perhaps It's something to consider here in Canada, capping the population at no more than 40 million. Oops. We're already past that.
Identity Attack0.006770608
Insult0.009070885
Profanity0.0108774295
Threat0.0063950317
Severe Toxicity0.0008201599
Low Tox 0.017592486 Moderate Con 0.477 Comparative_Framing
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
2 Million imported in the last 5 years. keep calculating.
2 Million imported in the last 5 years. keep calculating.
Identity Attack0.0028673338
Insult0.009127886
Profanity0.00950252
Threat0.0067057298
Severe Toxicity0.00071048737
Low Tox 0.017592486 Moderate Con 0.304
Dec 24, 2025 32 likes Deportations From Canada at Their …
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 …
I know that by December 2025 there are 5 million people whose visas expired. How many left?! What about others? Why Canada gave so many visas?
I know that by December 2025 there are 5 million people whose visas expired. How many left?! What about others? Why Canada gave so many visas?
Identity Attack0.0054756827
Insult0.009032886
Profanity0.010262563
Threat0.006149062
Severe Toxicity0.00071525574
Low Tox 0.016964182 Moderate Con 0.425
Dec 28, 2025 Deportations From Canada at Their …
Officially this. Un Officially millions
Officially this. Un Officially millions
Identity Attack0.0038477771
Insult0.008538882
Profanity0.014122557
Threat0.007624879
Severe Toxicity0.0011968613
Low Tox 0.016587202 Low Con 0.206 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
18k is nothing. It should be at least 1 million.
18k is nothing. It should be at least 1 million.
Identity Attack0.0034962974
Insult0.008272881
Profanity0.0127903465
Threat0.0072753434
Severe Toxicity0.0009202957
Low Tox 0.01646154 Low Con 0.174
Dec 25, 2025 2 likes Deportations From Canada at Their …
In 2015, seniors (65+) were ~16–17% of Canada’s population. In 2024–25, they are ~19–20%. After 10 years and 3.6+ million permanent immigrants, aging was not solved. Immigration didn’t fix aging — it was used as …
In 2015, seniors (65+) were ~16–17% of Canada’s population. In 2024–25, they are ~19–20%. After 10 years and 3.6+ million permanent immigrants, aging was not solved. Immigration didn’t fix aging — it was used as justification, not a solution.
Identity Attack0.007214582
Insult0.008557882
Profanity0.008998672
Threat0.0059775305
Severe Toxicity0.0006079674
Low Tox 0.015581916 Moderate Con 0.445 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
78 million is a fraction of the money gifted to Ukraine, and on top of it the support payments to Ukrainians in Canada... if its about money there are other pressing issues.
78 million is a fraction of the money gifted to Ukraine, and on top of it the support payments to Ukrainians in Canada... if its about money there are other pressing issues.
Identity Attack0.0069185994
Insult0.009089886
Profanity0.009374423
Threat0.0061231707
Severe Toxicity0.0006079674
Low Tox 0.015519086 Moderate Con 0.482
Jan 12, 2026 Deportations From Canada at Their …
Its in the millions not the hundreds
Its in the millions not the hundreds
Identity Attack0.0036627878
Insult0.00815888
Profanity0.013951761
Threat0.007417747
Severe Toxicity0.0010204315
Low Tox 0.015204934 Low Con 0.157 Unverified_Claim
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Identity Attack0.006696612
Insult0.00817788
Profanity0.008981592
Threat0.0062267366
Severe Toxicity0.000603199
Low Tox 0.015079274 Constructive 0.625 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
18K?????? should be in the millions, good luck, Canada
18K?????? should be in the millions, good luck, Canada
Identity Attack0.0046987277
Insult0.0081208795
Profanity0.010143006
Threat0.006925808
Severe Toxicity0.000834465
Low Tox 0.015079274 Low Con 0.228 Call_To_Action
Dec 27, 2025 Deportations From Canada at Their …
It should be in the millions. End the TFW programs and one way tickets home for a thank you but we're done. One time taxpayer cost not monthly.
It should be in the millions. End the TFW programs and one way tickets home for a thank you but we're done. One time taxpayer cost not monthly.
Identity Attack0.0017943961
Insult0.009564889
Profanity0.010689554
Threat0.006530962
Severe Toxicity0.0007581711
Low Tox 0.015016444 Moderate Con 0.401 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Identity Attack0.004643231
Insult0.008823884
Profanity0.009476901
Threat0.006265574
Severe Toxicity0.000667572
Low Tox 0.014639461 Low Con 0.193 Unverified_Claim
Jan 15, 2026 Canada’s new rules in 2026
You mean 296 of the couple of million that aren’t supposed to be here?
You mean 296 of the couple of million that aren’t supposed to be here?
Identity Attack0.003903274
Insult0.007949878
Profanity0.010108846
Threat0.0064015044
Severe Toxicity0.0006389618
Low Tox 0.014073989 Low Con 0.207 Fear_Threat
Feb 18, 2026 4 likes Canadian immigration officers investigating hundreds …
4.5 Million to go!!
4.5 Million to go!!
Identity Attack0.0025713511
Insult0.0077598775
Profanity0.0108774295
Threat0.0071847234
Severe Toxicity0.00094890594
Low Tox 0.013885498 Low Con 0.275
Dec 25, 2025 1 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.