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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

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: "Deport Deport" 1,024 comments · Page 33 of 41
They spend 15k per person. Deport criminals if you want to spend tax payers dollars so they can atleast have crime free cities.
They spend 15k per person. Deport criminals if you want to spend tax payers dollars so they can atleast have crime free cities.
Identity Attack0.053399716
Insult0.06774519
Profanity0.014327513
Threat0.020091362
Severe Toxicity0.0037765503
Low Tox 0.1693855 Moderate Con 0.376
Dec 31, 2025 Deportations From Canada at Their …
Great! You’re investigating! Will arrests, long sentences and deportation follow?! If not, don’t waste our time!
Great! You’re investigating! Will arrests, long sentences and deportation follow?! If not, don’t waste our time!
Identity Attack0.00984143
Insult0.061976057
Profanity0.012722028
Threat0.019746035
Severe Toxicity0.0031852722
Low Tox 0.1693855 Moderate Con 0.303 Call_To_Action
Feb 18, 2026 46 likes Canadian immigration officers investigating hundreds …
Deport PR with criminal record/ bench warrants pls. They will never be citizens anyways because of criminal record.
Deport PR with criminal record/ bench warrants pls. They will never be citizens anyways because of criminal record.
Identity Attack0.035331827
Insult0.06669625
Profanity0.014054239
Threat0.018364733
Severe Toxicity0.0035858154
Low Tox 0.16851899 Low Con 0.187
Dec 24, 2025 162 likes Deportations From Canada at Their …
Stop letting people in then you won't need to spend money to deport them!
Stop letting people in then you won't need to spend money to deport them!
Identity Attack0.099072486
Insult0.03412145
Profanity0.014771583
Threat0.012647836
Severe Toxicity0.0040626526
Low Tox 0.16851899 Low Con 0.162 Policy_Critique
Jan 20, 2026 Deportations From Canada at Their …
We need more deportation at there own cost not the tax payer.
We need more deportation at there own cost not the tax payer.
Identity Attack0.08749158
Insult0.030926194
Profanity0.014532468
Threat0.019055385
Severe Toxicity0.0052261353
Low Tox 0.16851899 Low Con 0.253
Dec 28, 2025 Deportations From Canada at Their …
Are you telling me that they opened the door to millions yet they deported a staggering twenty thousand?😮 How liberal of them!
Are you telling me that they opened the door to millions yet they deported a staggering twenty thousand?😮 How liberal of them!
Identity Attack0.06522302
Insult0.06250052
Profanity0.0166845
Threat0.009592636
Severe Toxicity0.0035095215
Low Tox 0.16765249 Low Con 0.249
Dec 24, 2025 100 likes Deportations From Canada at Their …
Deport button
Deport button
Identity Attack0.078392304
Insult0.028502205
Profanity0.028776871
Threat0.03235042
Severe Toxicity0.0066375732
Low Tox 0.16765249 Low Con 0.273 Call_To_Action
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
That’s what happens when you vote for the Liberals — they don’t even recognize the word ‘deport.
That’s what happens when you vote for the Liberals — they don’t even recognize the word ‘deport.
Identity Attack0.06294931
Insult0.06889887
Profanity0.015147334
Threat0.007948523
Severe Toxicity0.0025558472
Low Tox 0.16678599 Low Con 0.253
Sep 28, 2025 IRCC Names India in Study …
and how many are here illegally yet nothing is done to remove them $4400 to have 1 illegal removed and how many Ten's of Thousands wasted in appeals each claimant should have to be informed …
and how many are here illegally yet nothing is done to remove them $4400 to have 1 illegal removed and how many Ten's of Thousands wasted in appeals each claimant should have to be informed IN PERSON that way they are deported the same day
Identity Attack0.08831879
Insult0.04442204
Profanity0.013849284
Threat0.021300001
Severe Toxicity0.0047302246
Low Tox 0.16678599 Moderate Con 0.458
Dec 31, 2025 Deportations From Canada at Their …
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have …
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have no intention to study in Canada in the first place but to use the opportunity to work illegally under the umbrella of being students.! The Cdn.authorities involved have to wake up to this reality of fraudulent intentions more seriously now as the situation is becoming more problematic in the near future. This is the time to start rounding up these supposedly ‘ students’ , similar to the ICE campaign of deportation of aliens back to their countries , ASAP.!
Identity Attack0.07673789
Insult0.082619295
Profanity0.019007329
Threat0.0076507707
Severe Toxicity0.0032806396
Low Tox 0.165053 Constructive 0.503 Unverified_Claim
Oct 11, 2025 1 likes IRCC Names India in Study …
no use, they'll deport them but before they go, they'll file for refugee, which takes over a year to process, additionally extortion as crime only costs you 500 as fine
no use, they'll deport them but before they go, they'll file for refugee, which takes over a year to process, additionally extortion as crime only costs you 500 as fine
Identity Attack0.059311368
Insult0.03412145
Profanity0.024199532
Threat0.03373172
Severe Toxicity0.0048065186
Low Tox 0.165053 Moderate Con 0.355 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Mass deportation fixes everything wrong in Canada 🇨🇦
Mass deportation fixes everything wrong in Canada 🇨🇦
Identity Attack0.10221587
Insult0.031917825
Profanity0.01354185
Threat0.023544617
Severe Toxicity0.005683899
Low Tox 0.165053 Low Con 0.208 Call_To_Action
Feb 26, 2026 56 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
We need a few years to catch up with housing, health care, etc. Immigration needs to completely stop to give us time. Concentrate on deportations. If illegal parents have a child in Canada, all 3 …
We need a few years to catch up with housing, health care, etc. Immigration needs to completely stop to give us time. Concentrate on deportations. If illegal parents have a child in Canada, all 3 should go back and revoke that child's Canadian citizenship be cause it was obtained illegally . It's time to be tough and undo all the fkg mess the liberals have caused and continue to cause to what used to be Canada!
Identity Attack0.10221587
Insult0.06669625
Profanity0.024882717
Threat0.009023022
Severe Toxicity0.0045204163
Low Tox 0.1641865 Moderate Con 0.442
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Deportation know.......
Deportation know.......
Identity Attack0.058856625
Insult0.02708937
Profanity0.013268576
Threat0.030278467
Severe Toxicity0.005264282
Low Tox 0.1641865 Moderate Con 0.384 Call_To_Action
Jul 6, 2025 2 likes How Canada broke its immigration …
$78Million to deport 18,000?! Another bureaucratic catastrophe!! Now we only have about 600,000 to go!! Wait til you see the cost for this!! Thank you Liberal voters.
$78Million to deport 18,000?! Another bureaucratic catastrophe!! Now we only have about 600,000 to go!! Wait til you see the cost for this!! Thank you Liberal voters.
Identity Attack0.034558404
Insult0.06354945
Profanity0.013268576
Threat0.009592636
Severe Toxicity0.0030517578
Low Tox 0.1641865 Moderate Con 0.355
Dec 25, 2025 1 likes Deportations From Canada at Their …
Deport quickly. Fast track entire process. Make them work overtime.
Deport quickly. Fast track entire process. Make them work overtime.
Identity Attack0.058401883
Insult0.026960457
Profanity0.016889455
Threat0.053007595
Severe Toxicity0.005264282
Low Tox 0.16331999 Low Con 0.17 Call_To_Action
Feb 18, 2026 4 likes Canadian immigration officers investigating hundreds …
REPORT & DEPORT
REPORT & DEPORT
Identity Attack0.054763943
Insult0.030265106
Profanity0.021125201
Threat0.04718852
Severe Toxicity0.008850098
Low Tox 0.16331999 Low Con 0.29
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
LOL, Diab will do NOTHING! With the century project, Carney will ignore the issue. Just like "Bail reform", Sean Fraser does nothing; CBSA will probably seem threatening but they probably will use the honour system …
LOL, Diab will do NOTHING! With the century project, Carney will ignore the issue. Just like "Bail reform", Sean Fraser does nothing; CBSA will probably seem threatening but they probably will use the honour system for self-deportation. Fraser, Miller and Diab accepted immigrants with criminal records. So why hunt down immigrants who are probably contributing to Canada? "Canada has approved entry for more than 17,600 people with a criminal record in last decade " PLUS all the Flight Attendants from India that did not go back to India. CBSA is NOT even close to being like ICE. The judges are lenient to immigrants who break Canadian laws to prevent deportation. The Federal Liberals are more interested in hiding taxpayer money.
Identity Attack0.04925346
Insult0.07396803
Profanity0.028640235
Threat0.010343489
Severe Toxicity0.0044822693
Low Tox 0.16245349 Constructive 0.564
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
Are these people coming in from India deported immediately when caught? Or do they just say they want asylum?
Are these people coming in from India deported immediately when caught? Or do they just say they want asylum?
Identity Attack0.17303948
Insult0.031807642
Profanity0.02208166
Threat0.008686432
Severe Toxicity0.0042915344
Low Tox 0.16158698 Low Con 0.241 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberals need to make sure that these people are removed and deported. They are still allowing people to come in even with no medical checks Canadiens need to be put first we don’t have …
The liberals need to make sure that these people are removed and deported. They are still allowing people to come in even with no medical checks Canadiens need to be put first we don’t have the housing liberal should be held accountable.
Identity Attack0.08749158
Insult0.045007613
Profanity0.013610168
Threat0.05236103
Severe Toxicity0.005302429
Low Tox 0.16158698 Moderate Con 0.438
Jan 17, 2026 3 likes 2.9 million Canadian temporary visas …
Deporting hundreds but still bringing in millions woolly.
Deporting hundreds but still bringing in millions woolly.
Identity Attack0.078392304
Insult0.030154925
Profanity0.014395831
Threat0.018019408
Severe Toxicity0.0040245056
Low Tox 0.16043124 Low Con 0.17
Dec 31, 2025 1 likes Deportations From Canada at Their …
Revoke citizenship if criminal and deport after seizing assets
Revoke citizenship if criminal and deport after seizing assets
Identity Attack0.036620867
Insult0.046178754
Profanity0.018324144
Threat0.036839653
Severe Toxicity0.004501343
Low Tox 0.16043124 Low Con 0.124 Policy_Critique
Feb 21, 2026 1 likes Canadian immigration officers investigating hundreds …
deport
deport
Identity Attack0.06704199
Insult0.026831545
Profanity0.03189224
Threat0.020091362
Severe Toxicity0.005645752
Low Tox 0.16043124 Moderate Con 0.453
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Track everyone who came they should have their record on airport security when they first arrived. Also hospitals and then deport. Charge India fines
Track everyone who came they should have their record on airport security when they first arrived. Also hospitals and then deport. Charge India fines
Identity Attack0.109318495
Insult0.034451995
Profanity0.01887069
Threat0.032695748
Severe Toxicity0.0061798096
Low Tox 0.15987846 Moderate Con 0.367
Oct 2, 2025 IRCC Names India in Study …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …

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.