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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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Search comment text, filter by category or toxicity level
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "When you Import the third …" 20 comments
Deport them all close the borders import third world you get third world and Doug Ford was wacko tampon Trudeau lapdog and now he is idiot king Carney lapdog
Deport them all close the borders import third world you get third world and Doug Ford was wacko tampon Trudeau lapdog and now he is idiot king Carney lapdog
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.43256098
Insult0.8032227
Profanity0.36230123
Threat0.035458352
Severe Toxicity0.16960317
Toxic 0.82048255 Low Con 0.12 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Trudeau wanted a lot of desperate and ignorant voters thus he imported the third world like an evil sack of sh*t.
Trudeau wanted a lot of desperate and ignorant voters thus he imported the third world like an evil sack of sh*t.
How Canada broke its immigration system · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.21668483
Insult0.7492263
Profanity0.6242122
Threat0.010602405
Severe Toxicity0.16960317
Toxic 0.7998551 Low Con 0.14 Insult Policy_Critique
Jun 20, 2025 1 likes How Canada broke its immigration …
As a Canadian I wanna say thank you. This shit has gone way too far. Import the third world become the third world
As a Canadian I wanna say thank you. This shit has gone way too far. Import the third world become the third world
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.3817989
Insult0.4339631
Profanity0.70864636
Threat0.011146127
Severe Toxicity0.08595808
Moderate 0.6667219 Moderate Con 0.415 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the …
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the whites are too lazy to work" which can be translated as "we need cheap third world labor to drive down costs". The ruling elites of the West are all WEF. Got any shares in BlackRock???
Inside Canada's Indian Metropolis (Brampton) · 83: Cluster #82
Close reading → Discourse → Video sentiment →
Identity Attack0.50125694
Insult0.48484445
Profanity0.39409557
Threat0.01508414
Severe Toxicity0.052940834
Moderate 0.50503236 Low Con 0.297 Identity Attack Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Who on earth wants to import a bunch of people that crap in rivers and on streets, chew up the housing supply, drive up the cost of living and have absolutely positively Zero civic sense? …
Who on earth wants to import a bunch of people that crap in rivers and on streets, chew up the housing supply, drive up the cost of living and have absolutely positively Zero civic sense? I don't. Most don't. Import the third world become the third world.
Why Canadians Are Turning Against Immigrants. · 9: Cluster #8
Close reading → Video sentiment →
Identity Attack0.24462871
Insult0.4196762
Profanity0.36602396
Threat0.010291707
Severe Toxicity0.023076924
Moderate 0.44393396 Moderate Con 0.39
Nov 28, 2025 Why Canadians Are Turning Against …
There's no labor shortage. Companies don't want to pay white people what they are worth. Instead they import desperate third worlders willing to work for peanuts.
There's no labor shortage. Companies don't want to pay white people what they are worth. Instead they import desperate third worlders willing to work for peanuts.
Canada's tighter immigration policy divides the country • … · 10: Cluster #9
Close reading → Discourse → Video sentiment →
Identity Attack0.45610145
Insult0.3388922
Profanity0.085167445
Threat0.010058682
Severe Toxicity0.016254602
Moderate 0.3977292 Low Con 0.226 Economic_Argument
Feb 13, 2026 Canada's tighter immigration policy divides …
When are western nations going to stop the mass importation of third worlders? It seems like this is all planned... to destroy our countries...
When are western nations going to stop the mass importation of third worlders? It seems like this is all planned... to destroy our countries...
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.39677486
Insult0.16751462
Profanity0.051932767
Threat0.13815513
Severe Toxicity0.022452017
Moderate 0.37751234 Low Con 0.296 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
the truth is immgriants do not have choice to get way from minimum wage, cuz that is the reason employer want to hire them, if they asked more money, they would be lay off. NEW …
the truth is immgriants do not have choice to get way from minimum wage, cuz that is the reason employer want to hire them, if they asked more money, they would be lay off. NEW SLAVERY!! import more immigrants (slaves from third world countries) to keep canada developing. what a wonderful world we have~
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.39207554
Insult0.24928534
Profanity0.03915693
Threat0.012026439
Severe Toxicity0.02116089
Moderate 0.37073207 Moderate Con 0.348 Economic_Argument
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
When you Import the third world, you get third world problems
When you Import the third world, you get third world problems
Inside Canada's Indian Invasion... · 172: Cluster #171
Close reading → Discourse → Video sentiment →
Identity Attack0.3908055
Insult0.11616662
Profanity0.066963166
Threat0.012337137
Severe Toxicity0.020127986
Moderate 0.36095104 Low Con 0.106 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
imported third world into civilized countries....have fun
imported third world into civilized countries....have fun
Inside Canada's Indian Invasion... · 172: Cluster #171
Close reading → Discourse → Video sentiment →
Identity Attack0.2854555
Insult0.0838533
Profanity0.019280603
Threat0.010110466
Severe Toxicity0.013543231
Low Tox 0.29405528 Low Con 0.168 Fear_Threat
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
so many of the same type are flooding in. Even God can't save Canada now from these third world imports
so many of the same type are flooding in. Even God can't save Canada now from these third world imports
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.2869935
Insult0.16551061
Profanity0.022286616
Threat0.00866054
Severe Toxicity0.010299683
Low Tox 0.2854937 Low Con 0.208 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Import the third world, become the third world. Welcome to New India.
Import the third world, become the third world. Welcome to New India.
How Canada broke its immigration system · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.2803029
Insult0.06722072
Profanity0.023721304
Threat0.018192071
Severe Toxicity0.015867263
Low Tox 0.28547668 Low Con 0.128 Identity_Assertion
Jul 30, 2025 2 likes How Canada broke its immigration …
Lets import more third worlders woo!!!!
Lets import more third worlders woo!!!!
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.2463217
Insult0.06652143
Profanity0.037403382
Threat0.009903334
Severe Toxicity0.01121521
Low Tox 0.26859093 Low Con 0.191 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Import the third world, become the third world.
Import the third world, become the third world.
Inside Canada's Indian Invasion... · 172: Cluster #171
Close reading → Video sentiment →
Identity Attack0.17614605
Insult0.05144889
Profanity0.023174755
Threat0.012958534
Severe Toxicity0.010604858
Low Tox 0.25462922 Low Con 0.107
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Import the third world, become the third world.
Import the third world, become the third world.
Inside Canada's Indian Metropolis (Brampton) · 172: Cluster #171
Close reading → Discourse → Video sentiment →
Identity Attack0.17614605
Insult0.05144889
Profanity0.023174755
Threat0.012958534
Severe Toxicity0.010604858
Low Tox 0.25462922 Low Con 0.106 Fear_Threat
Oct 27, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Import the third world, become the third world.
Import the third world, become the third world.
Inside Canada's Indian Invasion... · 172: Cluster #171
Close reading → Discourse → Video sentiment →
Identity Attack0.17614605
Insult0.05144889
Profanity0.023174755
Threat0.012958534
Severe Toxicity0.010604858
Low Tox 0.25462922 Low Con 0.107 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Import the THIRD WORLD become The THIRD WORLD.
Import the THIRD WORLD become The THIRD WORLD.
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.19298288
Insult0.06459839
Profanity0.018665737
Threat0.01086132
Severe Toxicity0.011978149
Low Tox 0.2540519 Low Con 0.098 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
9:34 when you import the third world. The country turns into that.
9:34 when you import the third world. The country turns into that.
LILLEY UNLEASHED: The fall of Canada’s once enviable … · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.22261032
Insult0.057890166
Profanity0.021740068
Threat0.009023022
Severe Toxicity0.008430481
Low Tox 0.23667802 Low Con 0.164 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Import cheap labor become the third world
Import cheap labor become the third world
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.09576365
Insult0.07523532
Profanity0.029596692
Threat0.007909686
Severe Toxicity0.005645752
Low Tox 0.21508642 Low Con 0.169 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Import third world get treated like third world
Import third world get treated like third world
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.0011062972
Insult0.0010005025
Profanity0.00003378188
Threat0.0007088552
Severe Toxicity0.0000040217283
Low Tox 0.006588108 Identity_Assertion
Dec 8, 2025 1 likes

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.