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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 3 of 5
We already have way too many and we need mass deportation before Canada is completely destroyed
We already have way too many and we need mass deportation before Canada is completely destroyed
Identity Attack0.25478655
Insult0.08533409
Profanity0.02795705
Threat0.2172668
Severe Toxicity0.013543231
Moderate 0.30539915 Low Con 0.269 Fear_Threat
Jan 5, 2026 Migrants cross into Canada near …
End mass migration ! Start deporting now
End mass migration ! Start deporting now
Identity Attack0.2823795
Insult0.06442356
Profanity0.02249157
Threat0.05753354
Severe Toxicity0.0118255615
Moderate 0.30464804 Low Con 0.21 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Time for Mass Deportations
Time for Mass Deportations
Identity Attack0.23618884
Insult0.060927123
Profanity0.03389629
Threat0.12689553
Severe Toxicity0.015867263
Low Tox 0.295883 Low Con 0.243
Aug 25, 2025 Why Canadians Are Turning Against …
MASS DEPORT AND CLOSE THE BORDER RIGHT NOW!!
MASS DEPORT AND CLOSE THE BORDER RIGHT NOW!!
Identity Attack0.19693321
Insult0.06442356
Profanity0.020920247
Threat0.07399795
Severe Toxicity0.014317908
Low Tox 0.2922276 Low Con 0.152 Call_To_Action
Dec 25, 2025 4 likes Deportations From Canada at Their …
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they …
They “the government “ does this on purpose to create a crisis. Rather than spend the money on border agents which would help control this issue as well as the flow of illegal firearms, they let in unvetted, undocumented migrants to cause backlash from you and I, basically opening the door for them to correct it by implementing a digital ID. This is nothing new, all the WEF puppets world wide are pulling the same strings. Enough is enough! It’s time to take our countries back with mass deportations. Get the military involved and do whatever it takes to get these low quality migrants out of our country
Identity Attack0.16373143
Insult0.25602314
Profanity0.056441884
Threat0.014566151
Severe Toxicity0.009651184
Low Tox 0.2922276 Moderate Con 0.421 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up …
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up at gunpoint. Even then they will still try to come back here. You cannot underestimate their shiftiness, ability to lie about every detail of themselves, it has to be understood that getting here and getting legal status here is the end goal of their life and almost nothing will stop them! Unless we do! MASS DEPORTATIONS NOW!!!
Identity Attack0.26155844
Insult0.24903896
Profanity0.02836696
Threat0.025789235
Severe Toxicity0.011291504
Low Tox 0.28857216 Moderate Con 0.471
Oct 1, 2025 1 likes IRCC Names India in Study …
MASS DEPORTATIONS NEED TO START IMMEDIATELY
MASS DEPORTATIONS NEED TO START IMMEDIATELY
Identity Attack0.23391083
Insult0.035443626
Profanity0.035399333
Threat0.07476458
Severe Toxicity0.014769804
Low Tox 0.2854903 Low Con 0.138 Call_To_Action
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Mass deportations nowwwwww
Mass deportations nowwwwww
Identity Attack0.22631748
Insult0.058475737
Profanity0.028913507
Threat0.05397744
Severe Toxicity0.01302678
Low Tox 0.2854835 Moderate Con 0.319 Call_To_Action
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
18,000 😂😂😂 We need mass deportation of around 6 million.
18,000 😂😂😂 We need mass deportation of around 6 million.
Identity Attack0.2331515
Insult0.06319981
Profanity0.027683776
Threat0.11769595
Severe Toxicity0.012574885
Low Tox 0.2854835 Low Con 0.185
Dec 26, 2025 1 likes Deportations From Canada at Their …
Canadians just need to work with the indigenous to force mass deportation because it’s causing the indigenous to go culturally extinct within just two generations. Mass immigration is not part of the treaties and if …
Canadians just need to work with the indigenous to force mass deportation because it’s causing the indigenous to go culturally extinct within just two generations. Mass immigration is not part of the treaties and if we just worked together we could send them all home. But kkkanadians hate natives more than punjabs.
Identity Attack0.33675182
Insult0.10440776
Profanity0.027000591
Threat0.012803185
Severe Toxicity0.008811951
Low Tox 0.28547668 Moderate Con 0.416 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Denaturalize and deport, en masse.
Denaturalize and deport, en masse.
Identity Attack0.21075934
Insult0.13969865
Profanity0.05393682
Threat0.12382901
Severe Toxicity0.16960317
Low Tox 0.26859093 Low Con 0.183 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Get them out, mass deportations and treason trials for those who have funded and encouraged this too happen.
Get them out, mass deportations and treason trials for those who have funded and encouraged this too happen.
Identity Attack0.11163961
Insult0.07491849
Profanity0.019348921
Threat0.1338057
Severe Toxicity0.009231567
Low Tox 0.26859093 Low Con 0.15 Call_To_Action
Feb 8, 2026 Inside Canada's Indian Invasion...
Mass deportations cant come soon enough
Mass deportations cant come soon enough
Identity Attack0.2127345
Insult0.03710241
Profanity0.04065997
Threat0.044278983
Severe Toxicity0.0104522705
Low Tox 0.26104406 Low Con 0.282
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
mass deportations now
mass deportations now
Identity Attack0.19100772
Insult0.034451995
Profanity0.040910475
Threat0.048158366
Severe Toxicity0.010147095
Low Tox 0.25462922 Moderate Con 0.308 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
MASS DEPORTATION
MASS DEPORTATION
Identity Attack0.14875233
Insult0.036325075
Profanity0.03715288
Threat0.056240413
Severe Toxicity0.013285006
Low Tox 0.25462922 Low Con 0.284 Call_To_Action
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Cure is Mass Deportation NOW! All these illegals that came in the last decade unwanted and subsidized. Nobody asked for them only Trudeau and now Carney maintains the damage.
Cure is Mass Deportation NOW! All these illegals that came in the last decade unwanted and subsidized. Nobody asked for them only Trudeau and now Carney maintains the damage.
Identity Attack0.2127345
Insult0.11172232
Profanity0.014634945
Threat0.032695748
Severe Toxicity0.0090408325
Low Tox 0.25462922 Low Con 0.241 Call_To_Action
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
MASS DEPORTATION NOWWWWW!!!! or, please tell me where i, myself, can seek refuge because we cant find work, cant find housing, health care is almost impossible now... this is ENOUGH!!!!!!!
MASS DEPORTATION NOWWWWW!!!! or, please tell me where i, myself, can seek refuge because we cant find work, cant find housing, health care is almost impossible now... this is ENOUGH!!!!!!!
Identity Attack0.16801116
Insult0.04969218
Profanity0.016035475
Threat0.023544617
Severe Toxicity0.0090408325
Low Tox 0.2524482 Moderate Con 0.44
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
More of this questioning. Mass deport, close the gates, arrest those involved, even politicians. Take our country back.
More of this questioning. Mass deport, close the gates, arrest those involved, even politicians. Take our country back.
Identity Attack0.109318495
Insult0.05262003
Profanity0.014395831
Threat0.13650303
Severe Toxicity0.009307861
Low Tox 0.25084448 Low Con 0.228
Sep 30, 2025 IRCC Names India in Study …
Mass deportation
Mass deportation
Identity Attack0.12735364
Insult0.03257891
Profanity0.039657943
Threat0.04686524
Severe Toxicity0.009422302
Low Tox 0.23271075 Moderate Con 0.38 Call_To_Action
Jan 24, 2026 Why Canada’s immigration system has …
Stop all immigration and begin mass deportations.
Stop all immigration and begin mass deportations.
Identity Attack0.20088354
Insult0.030926194
Profanity0.0166845
Threat0.050744623
Severe Toxicity0.0076293945
Low Tox 0.23235008 Low Con 0.187 Call_To_Action
Jan 3, 2026 3 likes New rules, regulations take effect …
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Identity Attack0.10221587
Insult0.035553806
Profanity0.0166845
Threat0.13815513
Severe Toxicity0.009269714
Low Tox 0.22311419 Low Con 0.261 Fear_Threat
Feb 25, 2026 1 likes 'We do know that there's …
MASS DEPORTATION..
MASS DEPORTATION..
Identity Attack0.10235514
Insult0.035443626
Profanity0.018119188
Threat0.038911607
Severe Toxicity0.009155273
Low Tox 0.21776234 Low Con 0.196 Call_To_Action
Jan 6, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
MASS DEPORTATION..
MASS DEPORTATION..
Identity Attack0.10221587
Insult0.0350029
Profanity0.017914234
Threat0.03856628
Severe Toxicity0.008964539
Low Tox 0.21642438 Low Con 0.194 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Its mass deportation time ...
Its mass deportation time ...
Identity Attack0.10221587
Insult0.035774168
Profanity0.016172111
Threat0.044278983
Severe Toxicity0.00667572
Low Tox 0.20265625 Moderate Con 0.306 Call_To_Action
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)

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.