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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: "MASS DEPORTATIONS NOW!" 101 comments · Page 4 of 5
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
Identity Attack0.15731181
Insult0.057890166
Profanity0.019348921
Threat0.017674083
Severe Toxicity0.0059509277
Low Tox 0.20172562 Constructive 0.505 Identity_Assertion
Dec 30, 2025 Deportations From Canada at Their …
After the revolution, mass deportation!
After the revolution, mass deportation!
Identity Attack0.10221587
Insult0.030816011
Profanity0.020032106
Threat0.030623792
Severe Toxicity0.0059127808
Low Tox 0.20032968 Low Con 0.255
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada needs mass deportations. Thank you for shining a light on this.
Canada needs mass deportations. Thank you for shining a light on this.
Identity Attack0.12208464
Insult0.036325075
Profanity0.013576009
Threat0.045572113
Severe Toxicity0.006790161
Low Tox 0.19986437 Moderate Con 0.431 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Mass deportations like the US
Mass deportations like the US
Identity Attack0.14875233
Insult0.034341812
Profanity0.028503597
Threat0.014566151
Severe Toxicity0.0061416626
Low Tox 0.19986437 Low Con 0.291 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to say this but Canada is too "kind" and too liberal for it's own good. They essentially would have a rabid animal gnawing at their leg but would not try to stop it because the animal maybe "scared" or "hungry" or don't want to hurt it's feeling or something. If Canadians do no protect it's values and culture by restricting and massively reducing integration and not hesitating to deport criminal immigrants, the very soul and identity of this beautiful country will be gone FOREVER (some would already say that already happened)!! That's why I respect Poland so much, they said NO to mass migration by way of asylum seekers, regardless of the backlash from the EU, but that's why unlike those other countries that did the mass migration, Poland remains one of if not the safest European country and best of all, KEPT THEIR IDENTITY!!!
Identity Attack0.07508347
Insult0.10148193
Profanity0.028503597
Threat0.012181788
Severe Toxicity0.0063323975
Low Tox 0.19939905 Constructive 0.664 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Mass deportations
Mass deportations
Identity Attack0.10409598
Insult0.0279513
Profanity0.031641733
Threat0.021300001
Severe Toxicity0.0066375732
Low Tox 0.19409354 Moderate Con 0.361 Call_To_Action
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
there are almost 3.5 millions to be deported. At this pace, you cant even able to do anything. too late. Canada is already destroyed by mass immigration. freeze bank accounts and charge deportation expenses and …
there are almost 3.5 millions to be deported. At this pace, you cant even able to do anything. too late. Canada is already destroyed by mass immigration. freeze bank accounts and charge deportation expenses and penalty, if illegals not leaving themself.
Identity Attack0.1508922
Insult0.061276767
Profanity0.013712646
Threat0.018364733
Severe Toxicity0.0048065186
Low Tox 0.19314334 Moderate Con 0.395
Dec 28, 2025 1 likes Deportations From Canada at Their …
This is not rocket science. Mass deportations
This is not rocket science. Mass deportations
Identity Attack0.08170113
Insult0.031036375
Profanity0.024472807
Threat0.026479885
Severe Toxicity0.005722046
Low Tox 0.19314334 Low Con 0.15 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Start the mass deportation we want Canada back we want the jobs back atleast 10 million gone
Start the mass deportation we want Canada back we want the jobs back atleast 10 million gone
Identity Attack0.10221587
Insult0.031146556
Profanity0.01354185
Threat0.02803385
Severe Toxicity0.005645752
Low Tox 0.18554166 Low Con 0.278
Aug 27, 2025 Why Canadians Are Turning Against …
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
Identity Attack0.06795148
Insult0.032468732
Profanity0.01627459
Threat0.03718498
Severe Toxicity0.00541687
Low Tox 0.17891699 Low Con 0.249 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
Mass deportations with that lawyer
Mass deportations with that lawyer
Identity Attack0.052490227
Insult0.033790905
Profanity0.022149978
Threat0.025789235
Severe Toxicity0.0045394897
Low Tox 0.17458448 Low Con 0.264
Jan 20, 2026 Why Canada’s immigration system has …
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 …
Canada is down now and mass immigration is the main reason. Time to deport millions of aliens. Yes senior Trudeau cut immigration when economy was down.
Canada is down now and mass immigration is the main reason. Time to deport millions of aliens. Yes senior Trudeau cut immigration when economy was down.
Identity Attack0.10221587
Insult0.043250903
Profanity0.012073003
Threat0.013579931
Severe Toxicity0.004005432
Low Tox 0.15822013 Moderate Con 0.446 Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Enough is enough mass deportation is needed now period fast stop needs to be put in place until this is manageable
Enough is enough mass deportation is needed now period fast stop needs to be put in place until this is manageable
Identity Attack0.06476828
Insult0.025800243
Profanity0.017094411
Threat0.02803385
Severe Toxicity0.005607605
Low Tox 0.15711457 Low Con 0.277 Call_To_Action
Feb 18, 2026 80 likes Canadian immigration officers investigating hundreds …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their future. If you want healthcare as you age, you should worry. Since 2015, uncontrolled, open-border immigration policies have left Canada’s housing, healthcare, and education systems crumbling before our eyes. People are dying in ERs while waiting for care—our systems are overwhelmed, some perhaps exploited. Teachers can’t keep up with soaring ESL demands. Our children can no longer dream of owning their own homes some day. Our infrastructure is broken—in healthcare, housing, education, and employment. Liberals, Conservatives, even the NDP all agree. It’s time to unite: shut down our borders, deport illegal immigrants in massive numbers, and restore Canada as a safe, calm, and peaceful nation. *Write to your MPs—whether Liberal, Conservative, or NDP to stop mass immigration and deport illegal immigrants. Eventually, they will all have to listen.*
Identity Attack0.09245483
Insult0.05086332
Profanity0.03239325
Threat0.010680079
Severe Toxicity0.004348755
Low Tox 0.15324512 Constructive 0.655 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
Once the West separates mass deportation will happen, we want our country back.
Once the West separates mass deportation will happen, we want our country back.
Identity Attack0.10221587
Insult0.025542418
Profanity0.015318131
Threat0.0130621
Severe Toxicity0.004558563
Low Tox 0.15103401 Low Con 0.296
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
MASS DEPORTATIONS. NO TRIALS. ASSETS SEIZED.
MASS DEPORTATIONS. NO TRIALS. ASSETS SEIZED.
Identity Attack0.04280826
Insult0.024640027
Profanity0.011816809
Threat0.020782012
Severe Toxicity0.0043296814
Low Tox 0.1182615 Low Con 0.176 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to its own native population and country first by investing in them. The new 180 stance on immigration is proof that these super wealthy Western countries are moving forward with stricter immigration policies, a push for increased mass deportation, eliminating Visa/Green Card Holders for certain groups, going after scam related to immigration, rescinding citizenship and deporting non-native populations a lot easier. It's not just Canadians who are sick and tired of all these new people(legal and illegal) but The West in general🇺🇸
Identity Attack0.06749674
Insult0.03665562
Profanity0.015967157
Threat0.008789998
Severe Toxicity0.0032806396
Low Tox 0.112333365 Constructive 0.515 Policy_Critique
Aug 25, 2025 24 likes Why Canadians Are Turning Against …
Trump should put a 100% tariff on Canada for immediate mass deportations.
Trump should put a 100% tariff on Canada for immediate mass deportations.
Identity Attack0.050671257
Insult0.023995465
Profanity0.012107162
Threat0.014566151
Severe Toxicity0.0031280518
Low Tox 0.11192002 Low Con 0.109 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Yep, Mass deportation in all of Canada. They all have to go every single one that Trudeau brought over all the way to carney
Yep, Mass deportation in all of Canada. They all have to go every single one that Trudeau brought over all the way to carney
Identity Attack0.052035484
Insult0.028061481
Profanity0.012687869
Threat0.011586283
Severe Toxicity0.0031089783
Low Tox 0.11140333 Low Con 0.283
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Canada needs to start enforcing on a mass scale. They’re complaining how much it cost to deport illegals but it’s way cheaper than all the social and welfare services they get if they remain here
Canada needs to start enforcing on a mass scale. They’re complaining how much it cost to deport illegals but it’s way cheaper than all the social and welfare services they get if they remain here
Identity Attack0.06613251
Insult0.024897853
Profanity0.010979908
Threat0.009437286
Severe Toxicity0.0025749207
Low Tox 0.10045706 Moderate Con 0.306 Economic_Argument
Dec 24, 2025 4 likes Deportations From Canada at Their …
MASS deportation before its too late, otherwise Canada will be lost..... .(from 2015-2025, 35 mil- 41 mil)
MASS deportation before its too late, otherwise Canada will be lost..... .(from 2015-2025, 35 mil- 41 mil)
Identity Attack0.029917859
Insult0.017743196
Profanity0.0113215
Threat0.018192071
Severe Toxicity0.002746582
Low Tox 0.0969861 Low Con 0.285
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
If 79,000 students go missing, I assume this is 79,000 cases of fraud. The Canadian Govt should be arranging mass deportation for these individuals using smart systems available.
If 79,000 students go missing, I assume this is 79,000 cases of fraud. The Canadian Govt should be arranging mass deportation for these individuals using smart systems available.
Identity Attack0.016259583
Insult0.030926194
Profanity0.011646013
Threat0.011612174
Severe Toxicity0.0019741058
Low Tox 0.09568449 Moderate Con 0.393 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Mass deportation now fixes everything in Canada!! In reality they are bringing in 5500 a day no back ground check.
Mass deportation now fixes everything in Canada!! In reality they are bringing in 5500 a day no back ground check.
Identity Attack0.030949092
Insult0.017743196
Profanity0.010552917
Threat0.008945347
Severe Toxicity0.0021266937
Low Tox 0.07687678 Low Con 0.265 Unverified_Claim
Jan 12, 2026 1 likes New rules, regulations take effect …
Mass deportation by STOP government funding. Would welcome help from U.S. with I.C.E.
Mass deportation by STOP government funding. Would welcome help from U.S. with I.C.E.
Identity Attack0.018369852
Insult0.013820915
Profanity0.00995513
Threat0.008919456
Severe Toxicity0.0015735626
Low Tox 0.05750068 Moderate Con 0.472 Call_To_Action
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …

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.