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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: "Deport them all" 1,024 comments · Page 14 of 41
I have a SOLUTION... (it is not deportation). To some it may seem: "RRraa... Raa... RAAACCIIIISTTT!!!"🤪⬇ Ok so here is the Solution: ALL future Marital benefits are ZERO unless you marry 💍someone who's family origin …
I have a SOLUTION... (it is not deportation). To some it may seem: "RRraa... Raa... RAAACCIIIISTTT!!!"🤪⬇ Ok so here is the Solution: ALL future Marital benefits are ZERO unless you marry 💍someone who's family origin is from 🍁Canada dating back to *PRIOR 1970. Yes that will include some white peoples. Everyone intermix OR ELSE 😡💵📉❕ There - I solved the issue.... and probably will be arrested for being a "race supremacist," for suggesting intermarriage😆Oh God the irony is INSANE ❗
Identity Attack0.41222036
Insult0.25205973
Profanity0.1554785
Threat0.030969119
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.474
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, …
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, skilled people; race doesn't matter, even that nurse guy should be deported. Don't allow any indian asylum seekers because India is poor, not as bad as a war-ridden country only allow doctors, engineers, and scientists, and businessmen with a master's degree, and don't allow Punjabi guys, they are less educated and quite erratic. Please check if they have any criminal history, and this applies to all immigrants who are not from Europe or Southeast Asia, etc You guys don't need indian truckers and janitors. pls don't be racist. Remember, 15% of all Canadian doctors are indian
Identity Attack0.46028158
Insult0.30326313
Profanity0.075792134
Threat0.046541955
Severe Toxicity0.023076924
Moderate 0.3827457 Constructive 0.616
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport them!
Deport them!
Identity Attack0.32768643
Insult0.1469393
Profanity0.058946952
Threat0.2836219
Severe Toxicity0.021031776
Moderate 0.3827457 Low Con 0.243
Oct 2, 2025 IRCC Names India in Study …
Why blame India? They pay hefty sums of money to many fake colleges in Canada- how did Canada issue them a visa so easily- yes , do Deport Them Now! Watching from India!
Why blame India? They pay hefty sums of money to many fake colleges in Canada- how did Canada issue them a visa so easily- yes , do Deport Them Now! Watching from India!
Identity Attack0.45610145
Insult0.24928534
Profanity0.03690237
Threat0.046541955
Severe Toxicity0.019095084
Moderate 0.3827457 Low Con 0.291
Oct 1, 2025 IRCC Names India in Study …
Start mass deportations for cheaters and criminals
Start mass deportations for cheaters and criminals
Identity Attack0.18391247
Insult0.36365277
Profanity0.10797132
Threat0.13815513
Severe Toxicity0.019095084
Moderate 0.3811502 Low Con 0.124 Call_To_Action
Oct 14, 2025 1 likes IRCC Names India in Study …
Deport the person who said right in your face🕺🏻
Deport the person who said right in your face🕺🏻
Identity Attack0.078392304
Insult0.24630153
Profanity0.091633186
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.3811502 Low Con 0.295
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
Deport everyone who came here in the last 10 years
Deport everyone who came here in the last 10 years
Identity Attack0.3817989
Insult0.08558089
Profanity0.075792134
Threat0.13815513
Severe Toxicity0.022452017
Moderate 0.37955463 Low Con 0.226 Call_To_Action
Jan 19, 2026 1 likes Why Canada’s immigration system has …
President Trump is the right man to deal with these illegal fraudulent students. They'll all be deported by now.
President Trump is the right man to deal with these illegal fraudulent students. They'll all be deported by now.
Identity Attack0.28034934
Insult0.37279442
Profanity0.039407436
Threat0.13228847
Severe Toxicity0.01393057
Moderate 0.37795907 Low Con 0.258 Fear_Threat
Oct 4, 2025 IRCC Names India in Study …
I hope one day a new government with an actual spine drops the hammer on all these people. You find one trace of Coming here illegally through scamming and lying, immediately deported. Canada is not …
I hope one day a new government with an actual spine drops the hammer on all these people. You find one trace of Coming here illegally through scamming and lying, immediately deported. Canada is not India, go home.
Identity Attack0.30256465
Insult0.36365277
Profanity0.04065997
Threat0.058826666
Severe Toxicity0.015479924
Moderate 0.37795907 Moderate Con 0.392
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport deport deport deport END ALL IMMIGRATION FOR 1 CENTRY
Deport deport deport deport END ALL IMMIGRATION FOR 1 CENTRY
Identity Attack0.36598656
Insult0.0838533
Profanity0.03239325
Threat0.09009721
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.174 Call_To_Action
Feb 25, 2026 'We do know that there's …
I think we should deport 50%of them
I think we should deport 50%of them
Identity Attack0.36803186
Insult0.10440776
Profanity0.08775374
Threat0.146441
Severe Toxicity0.021419114
Moderate 0.37751234 Low Con 0.229
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport all of them.
Deport all of them.
Identity Attack0.31892163
Insult0.10440776
Profanity0.068967216
Threat0.2836219
Severe Toxicity0.021031776
Moderate 0.37751234 Low Con 0.162
Sep 25, 2025 3 likes Why Canadians Are Turning Against …
This needs to be cleaned up. Put the money in to get through the claim backlog and if someone is ruled inadmissible, cut them off and deport them. Why the heck is it taking 8 …
This needs to be cleaned up. Put the money in to get through the claim backlog and if someone is ruled inadmissible, cut them off and deport them. Why the heck is it taking 8 years to get a known criminal deported! Stop just handing out our hard earned cash.
Identity Attack0.062039822
Insult0.28586254
Profanity0.3290656
Threat0.07246469
Severe Toxicity0.019224197
Moderate 0.37751234 Moderate Con 0.442 Policy_Critique
Feb 24, 2026 12 likes 'We do know that there's …
All of those people need to be deported.
All of those people need to be deported.
Identity Attack0.33352965
Insult0.1342682
Profanity0.069969244
Threat0.13815513
Severe Toxicity0.017029278
Moderate 0.37751234 Low Con 0.16 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
If immigrants won't acclimate, they should be deported.
If immigrants won't acclimate, they should be deported.
Identity Attack0.43256098
Insult0.15414265
Profanity0.07967158
Threat0.114629425
Severe Toxicity0.018707745
Moderate 0.37751234 Low Con 0.216
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
We need mass deportation
We need mass deportation
Identity Attack0.36702603
Insult0.07523532
Profanity0.08904689
Threat0.22514746
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.294 Call_To_Action
Jan 4, 2026 New rules, regulations take effect …
Deport them all. Any accent or look like they aren't from here you pull them over and ask for paperwork. Search amd seizure them all now
Deport them all. Any accent or look like they aren't from here you pull them over and ask for paperwork. Search amd seizure them all now
Identity Attack0.34974504
Insult0.15343215
Profanity0.053435806
Threat0.3297989
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.258
Oct 13, 2025 IRCC Names India in Study …
DEPORT ALL WITH MASSIVE FINES
DEPORT ALL WITH MASSIVE FINES
Identity Attack0.31892163
Insult0.113185234
Profanity0.077731855
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.177
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Any immigrants who are involved in drugs any kind should be deported immediately.
Any immigrants who are involved in drugs any kind should be deported immediately.
Identity Attack0.44690517
Insult0.17361937
Profanity0.077731855
Threat0.13262562
Severe Toxicity0.018449519
Moderate 0.37751234 Low Con 0.185
Aug 25, 2025 Why Canadians Are Turning Against …
Are Canadians supposed to weep over it? Deport all illegals and criminals ASAP. And sue those bogus immigration consultants and lawyers for making money at the expense of Canada.
Are Canadians supposed to weep over it? Deport all illegals and criminals ASAP. And sue those bogus immigration consultants and lawyers for making money at the expense of Canada.
Identity Attack0.381025
Insult0.34101152
Profanity0.026180768
Threat0.055917133
Severe Toxicity0.015286255
Moderate 0.37751234 Low Con 0.289 Policy_Critique
Dec 24, 2025 20 likes Deportations From Canada at Their …
This lawyer needs to be arrested and deported
This lawyer needs to be arrested and deported
Identity Attack0.12735364
Insult0.191015
Profanity0.0864606
Threat0.2857609
Severe Toxicity0.015415368
Moderate 0.37751234 Low Con 0.139
Dec 28, 2025 Deportations From Canada at Their …
Deport them all fr
Deport them all fr
Identity Attack0.34000012
Insult0.12159709
Profanity0.09551262
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.22 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Deport ALL THAT DO NOT ASSIMILATE AND LEARN THE LANGUAGE....
Deport ALL THAT DO NOT ASSIMILATE AND LEARN THE LANGUAGE....
Identity Attack0.36702603
Insult0.16989174
Profanity0.031140719
Threat0.13279422
Severe Toxicity0.020257099
Moderate 0.37751234 Low Con 0.142 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
deport all curry eaters
deport all curry eaters
Identity Attack0.37953663
Insult0.16824563
Profanity0.10549548
Threat0.13717735
Severe Toxicity0.019224197
Moderate 0.37751234 Low Con 0.185 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
We want them all deported, Canada was created for their descendants not immigrants, anything i do, accomplish or create its for my family, myself, my descendants and fellow home grown Canadians, NOT IMMIGRANTS!! A little …
We want them all deported, Canada was created for their descendants not immigrants, anything i do, accomplish or create its for my family, myself, my descendants and fellow home grown Canadians, NOT IMMIGRANTS!! A little bit of spice in the soup is alright, too much the soup is ruined, mass immigration has ruined Canada, we want them gone!
Identity Attack0.39461556
Insult0.22770336
Profanity0.021330157
Threat0.1284288
Severe Toxicity0.02296847
Moderate 0.37751234 Moderate Con 0.48 Identity_Assertion
Aug 29, 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.