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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
30,738 comments · Page 364 of 1230
Wanting your beaches not pooped on doesn't make you racist.
Wanting your beaches not pooped on doesn't make you racist.
Identity Attack0.13377325
Insult0.24424846
Profanity0.29209393
Threat0.014738814
Severe Toxicity0.022452017
Moderate 0.37073207 Low Con 0.284
Jan 27, 2026 Inside Canada's Indian Invasion...
11 apartments in my old building suffered from 1 Indian family cooking every day. Your eyes would burn from the strong curry smell as soon as you went into the hallway.
11 apartments in my old building suffered from 1 Indian family cooking every day. Your eyes would burn from the strong curry smell as soon as you went into the hallway.
Identity Attack0.3895355
Insult0.1711343
Profanity0.09744903
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37073207 Constructive 0.616 Personal_Narrative
Jan 27, 2026 186 likes Inside Canada's Indian Invasion...
*Canadians are too polite to be any kinda racists* 😂😂😂😅
*Canadians are too polite to be any kinda racists* 😂😂😂😅
Identity Attack0.38223284
Insult0.24424846
Profanity0.06195303
Threat0.0071717775
Severe Toxicity0.013091337
Moderate 0.37073207 Low Con 0.221 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude, Americans white or black, cannda whites all are immigrants now question you are immigrant from Europe ancestors live in usa and question other immigrant like browns.
Dude, Americans white or black, cannda whites all are immigrants now question you are immigrant from Europe ancestors live in usa and question other immigrant like browns.
Identity Attack0.44690517
Insult0.17486192
Profanity0.09551262
Threat0.009048914
Severe Toxicity0.017416617
Moderate 0.37073207 Moderate Con 0.446 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Another liberal democrat run YouTube channel that portrays abusers like victims 💅🏻
Another liberal democrat run YouTube channel that portrays abusers like victims 💅🏻
Identity Attack0.16801116
Insult0.27146968
Profanity0.07708528
Threat0.023889944
Severe Toxicity0.014769804
Moderate 0.37073207 Low Con 0.214 Meta_Commentary
Feb 11, 2026 Canada's tighter immigration policy divides …
Deport them
Deport them
Identity Attack0.31015682
Insult0.08831572
Profanity0.07999486
Threat0.23696843
Severe Toxicity0.019740647
Moderate 0.37073207 Low Con 0.229
Sep 29, 2025 IRCC Names India in Study …
Canadians need to stop whining. Cope with it
Canadians need to stop whining. Cope with it
Identity Attack0.2964622
Insult0.34392178
Profanity0.049177196
Threat0.008466354
Severe Toxicity0.008239746
Moderate 0.37073207 Low Con 0.152 Identity_Assertion
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour …
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour being indian is bothering you, you need to look around and rethink your priorities.
Identity Attack0.44690517
Insult0.20434737
Profanity0.026180768
Threat0.008194493
Severe Toxicity0.01322045
Moderate 0.37073207 Constructive 0.573 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
make canada great again deport deport deport. immigraants are 100% whats wrong with canada as raised the prices of everything while lower wages
Identity Attack0.39207554
Insult0.23704576
Profanity0.02973333
Threat0.017846745
Severe Toxicity0.01806218
Moderate 0.37073207 Moderate Con 0.336 Call_To_Action
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
The shocking thing is, the white immigrants from Europe are the ones complaining about immigrants. Double standards
The shocking thing is, the white immigrants from Europe are the ones complaining about immigrants. Double standards
Identity Attack0.4508763
Insult0.1640896
Profanity0.0816113
Threat0.008686432
Severe Toxicity0.01322045
Moderate 0.37073207 Low Con 0.281
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
this is insane thanks liberals
this is insane thanks liberals
Identity Attack0.16801116
Insult0.3388922
Profanity0.114160895
Threat0.009437286
Severe Toxicity0.010528564
Moderate 0.37073207 Low Con 0.282 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
They aren't deporting enough ! Get them out of here !
They aren't deporting enough ! Get them out of here !
Identity Attack0.35948995
Insult0.16758773
Profanity0.035148825
Threat0.058826666
Severe Toxicity0.015802706
Moderate 0.37073207 Low Con 0.189 Call_To_Action
Dec 24, 2025 45 likes Deportations From Canada at Their …
almost 1 million jeet iumagine the smelll i bet the river are flooded with trash but eh thats just cultural enrichement guys
almost 1 million jeet iumagine the smelll i bet the river are flooded with trash but eh thats just cultural enrichement guys
Identity Attack0.13163337
Insult0.3126888
Profanity0.17008601
Threat0.010265815
Severe Toxicity0.016060932
Moderate 0.37073207 Low Con 0.296 Humor_Satire
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Mate it’s happening all over the world, wait until the Muslims that enforce Sharia come, then you’ll be in trouble
Mate it’s happening all over the world, wait until the Muslims that enforce Sharia come, then you’ll be in trouble
Identity Attack0.4054415
Insult0.10587067
Profanity0.14225815
Threat0.13768311
Severe Toxicity0.023076924
Moderate 0.37073207 Low Con 0.246 Fear_Threat
Jan 28, 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~
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)
Spread like diseases
Spread like diseases
Identity Attack0.039972372
Insult0.24767025
Profanity0.15283443
Threat0.02371728
Severe Toxicity0.018320406
Moderate 0.37073207 Moderate Con 0.336 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Identity Attack0.4054415
Insult0.26957804
Profanity0.038655918
Threat0.008090926
Severe Toxicity0.014769804
Moderate 0.37073207 Moderate Con 0.357 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
"Rape isn't against their culture..." not right at all
"Rape isn't against their culture..." not right at all
Identity Attack0.17381613
Insult0.07365121
Profanity0.21997347
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37073207 Low Con 0.238 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Only till last year Canada's duly elected prime minister was waging war with India on behalf of Khalistanis, now they turn around and are "fed up"... Canadians are like women, they hate accountability...
Only till last year Canada's duly elected prime minister was waging war with India on behalf of Khalistanis, now they turn around and are "fed up"... Canadians are like women, they hate accountability...
Identity Attack0.38246045
Insult0.2817503
Profanity0.026727317
Threat0.00948907
Severe Toxicity0.010910034
Moderate 0.37073207 Low Con 0.297
Aug 25, 2025 Why Canadians Are Turning Against …
THAT TITLE IS WRONG. THIS CHANNEL IS MISLEADING
THAT TITLE IS WRONG. THIS CHANNEL IS MISLEADING
Identity Attack0.027413858
Insult0.14331897
Profanity0.10054382
Threat0.011275585
Severe Toxicity0.015092585
Moderate 0.37073207 Low Con 0.285 Meta_Commentary
Feb 11, 2026 Canada's tighter immigration policy divides …
As an Indian, I feel so embarrassed. Imagine visiting Japan and you see more Arabs than Japanese, why would one feel? That's the same feeling I get when I think of Canada.
As an Indian, I feel so embarrassed. Imagine visiting Japan and you see more Arabs than Japanese, why would one feel? That's the same feeling I get when I think of Canada.
Identity Attack0.45348886
Insult0.21836096
Profanity0.07611542
Threat0.008686432
Severe Toxicity0.014963473
Moderate 0.37073207 Constructive 0.591 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
He called white people “native” lmao
He called white people “native” lmao
Identity Attack0.38318536
Insult0.15627414
Profanity0.174273
Threat0.011405042
Severe Toxicity0.021419114
Moderate 0.37073207 Low Con 0.271 Humor_Satire
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct …
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct from everyone else. But, if non-white people acquire a collective reputation as unemployed, criminal, poor or otherwise sketchy, whether due to immigration or something else, Canadians (white or non-white) are going to associate racial non-whiteness with low status, sketch, lumpenprol. And once people make that association forms, Canada is going to become a much worse place for all brown people.
Identity Attack0.4139151
Insult0.28997475
Profanity0.04792466
Threat0.009799767
Severe Toxicity0.015996376
Moderate 0.37073207 Constructive 0.594
Jun 17, 2025 How Canada broke its immigration …
deport them
deport them
Identity Attack0.29951343
Insult0.08533409
Profanity0.0838743
Threat0.2566701
Severe Toxicity0.019482423
Moderate 0.36867723 Low Con 0.299
Sep 22, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
Ruined the country and I'm of south Asian descent
Ruined the country and I'm of south Asian descent
Identity Attack0.36803186
Insult0.10294484
Profanity0.13873272
Threat0.055270568
Severe Toxicity0.019095084
Moderate 0.36867723 Moderate Con 0.412 Policy_Critique
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.