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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

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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

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30,738 comments · Page 461 of 1230
Justin Trudeau sold Canada. Trudeau counts money, and we count Indians
Justin Trudeau sold Canada. Trudeau counts money, and we count Indians
Identity Attack0.34649673
Insult0.15911613
Profanity0.027000591
Threat0.010913103
Severe Toxicity0.01322045
Moderate 0.30539915 Low Con 0.244 Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Guy on the bike lost his job because of his "openness" in this video. His boss was also African
Guy on the bike lost his job because of his "openness" in this video. His boss was also African
Identity Attack0.34974504
Insult0.10440776
Profanity0.08128801
Threat0.010058682
Severe Toxicity0.011978149
Moderate 0.30539915 Moderate Con 0.458 Personal_Narrative
Feb 10, 2026 Inside Canada's Indian Invasion...
Indian immigration should be taken a serious consideration all over the world. These frauds can go upto any limit.
Indian immigration should be taken a serious consideration all over the world. These frauds can go upto any limit.
Identity Attack0.3072352
Insult0.16839184
Profanity0.0741757
Threat0.01086132
Severe Toxicity0.011138916
Moderate 0.30539915 Low Con 0.252
Oct 4, 2025 1 likes IRCC Names India in Study …
Same in all Europe Im from Portugal Tired of unemployed mf's
Same in all Europe Im from Portugal Tired of unemployed mf's
Identity Attack0.19693321
Insult0.17361937
Profanity0.2376073
Threat0.013372798
Severe Toxicity0.01683561
Moderate 0.30539915 Moderate Con 0.371 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an Indian not from Punjab, this looks bad. To any Indian and Punjab Gov officials seeing this please take action, these people are ruining India's reputation. And to Canadians, Khalistani's are considered terrorists in …
I'm an Indian not from Punjab, this looks bad. To any Indian and Punjab Gov officials seeing this please take action, these people are ruining India's reputation. And to Canadians, Khalistani's are considered terrorists in my country most of them fled the country and I can see where they are now. Indian Gov officials have warned the Canadian Officials about this, they don't seem to care. I won't be surprised if they want Brampton to be declared a separate Khalistani country in the future.
Identity Attack0.36942887
Insult0.16875735
Profanity0.02303812
Threat0.013269233
Severe Toxicity0.011520386
Moderate 0.30539915 Constructive 0.704 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
That gas station knife would probably fail you if you had to use it
That gas station knife would probably fail you if you had to use it
Identity Attack0.010433395
Insult0.042665333
Profanity0.07255927
Threat0.34804323
Severe Toxicity0.019611536
Moderate 0.30539915 Low Con 0.215 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Whites were also once outsiders
Whites were also once outsiders
Identity Attack0.37012735
Insult0.09270445
Profanity0.10301965
Threat0.009851551
Severe Toxicity0.012283325
Moderate 0.30539915 Moderate Con 0.335 Comparative_Framing
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
🇮🇳💩💩
🇮🇳💩💩
Identity Attack0.11976352
Insult0.26957804
Profanity0.22653213
Threat0.013269233
Severe Toxicity0.02416241
Moderate 0.30539915 Low Con 0.262
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What a broken system .. all u needed was visa money and admission money 😂 and it got exploited.. the Chinese track every foreigner who enters their land if u r reported to be missing …
What a broken system .. all u needed was visa money and admission money 😂 and it got exploited.. the Chinese track every foreigner who enters their land if u r reported to be missing classes 😂 hallelujah God save u.. they will track u down and deport ..
Identity Attack0.28034934
Insult0.12883772
Profanity0.02932342
Threat0.035113025
Severe Toxicity0.009765625
Moderate 0.30539915 Moderate Con 0.435 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Greatest country on earth? You must be delusional already xD
Greatest country on earth? You must be delusional already xD
Identity Attack0.059311368
Insult0.2435641
Profanity0.097129054
Threat0.008738215
Severe Toxicity0.008125305
Moderate 0.30539915 Low Con 0.161 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
At least the whiteman is honest
At least the whiteman is honest
Identity Attack0.36702603
Insult0.09124154
Profanity0.06946823
Threat0.009204263
Severe Toxicity0.010910034
Moderate 0.30539915 Low Con 0.221 Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
Brampton has 52% indian people, and there are a lot of other cities where white people are the minority, makes canaduh the largest 3rd world country on the planet
Brampton has 52% indian people, and there are a lot of other cities where white people are the minority, makes canaduh the largest 3rd world country on the planet
Identity Attack0.38176915
Insult0.086852804
Profanity0.038906425
Threat0.0076507707
Severe Toxicity0.00957489
Moderate 0.30539915 Moderate Con 0.305
Sep 27, 2025 2 likes Why Canadians Are Turning Against …
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
Identity Attack0.2846865
Insult0.19500497
Profanity0.018734055
Threat0.010395273
Severe Toxicity0.007858276
Moderate 0.30539915 Low Con 0.156 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The Globalists are purposefully destroying every Western European nation simultaneously by design
The Globalists are purposefully destroying every Western European nation simultaneously by design
Identity Attack0.27171627
Insult0.071433455
Profanity0.098067984
Threat0.13815513
Severe Toxicity0.014576134
Moderate 0.30539915 Low Con 0.161
Jan 27, 2026 Inside Canada's Indian Invasion...
There are far too many immigrants!! It doesn't even feel like home anymore!!
There are far too many immigrants!! It doesn't even feel like home anymore!!
Identity Attack0.36598656
Insult0.10587067
Profanity0.022764845
Threat0.008492245
Severe Toxicity0.010223389
Moderate 0.30539915 Moderate Con 0.371
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
Canada is India cry more xD
Canada is India cry more xD
Identity Attack0.29188538
Insult0.16897665
Profanity0.08904689
Threat0.013165667
Severe Toxicity0.015802706
Moderate 0.30539915 Low Con 0.238 Humor_Satire
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
😂😂😂💩🚎🚍
😂😂😂💩🚎🚍
Identity Attack0.013043936
Insult0.16788013
Profanity0.32965264
Threat0.009204263
Severe Toxicity0.02430326
Moderate 0.30539915 Low Con 0.247
Feb 10, 2026 Inside Canada's Indian Invasion...
Every Canadian student in Michigan is either Asian, Pakistani, Arab or Indian. If they are white= Italian. The jersey shore, Goodfellas, fogetaboutit, gabagoul, kind.
Every Canadian student in Michigan is either Asian, Pakistani, Arab or Indian. If they are white= Italian. The jersey shore, Goodfellas, fogetaboutit, gabagoul, kind.
Identity Attack0.3780483
Insult0.10294484
Profanity0.044417568
Threat0.007637825
Severe Toxicity0.012130737
Moderate 0.30539915 Low Con 0.205 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Only westerns have been conditioned to have guilty feelings over being what is termed racist. It should be considered in group preference like the Chinese and Arabs practice. They won't be losing their cultural inheritance …
Only westerns have been conditioned to have guilty feelings over being what is termed racist. It should be considered in group preference like the Chinese and Arabs practice. They won't be losing their cultural inheritance and land anytime soon 🎉
Identity Attack0.37152436
Insult0.15343215
Profanity0.03239325
Threat0.009411395
Severe Toxicity0.0104522705
Moderate 0.30539915 Moderate Con 0.397 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
cut off all funding 100% and wanted pictures off illegal invaders posted coast to coast DEPORT
cut off all funding 100% and wanted pictures off illegal invaders posted coast to coast DEPORT
Identity Attack0.28034934
Insult0.1669316
Profanity0.019622196
Threat0.017846745
Severe Toxicity0.011138916
Moderate 0.30539915 Low Con 0.177
Nov 6, 2025 IRCC Names India in Study …
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 …
Get out!
Get out!
Identity Attack0.008213525
Insult0.15911613
Profanity0.06145202
Threat0.03787563
Severe Toxicity0.008125305
Moderate 0.30539915 Moderate Con 0.319
Feb 16, 2026 2.9 million Canadian temporary visas …
We need more illegals deported Thè problem is we don't enough people checking them.out before they come to Canada
We need more illegals deported Thè problem is we don't enough people checking them.out before they come to Canada
Identity Attack0.35624164
Insult0.11464815
Profanity0.020510335
Threat0.04233929
Severe Toxicity0.012703998
Moderate 0.30539915 Moderate Con 0.363 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Waiting for episode of invasion England and Germany by native American ❤❤❤❤❤
Identity Attack0.30103904
Insult0.06687108
Profanity0.078378424
Threat0.08396416
Severe Toxicity0.023076924
Moderate 0.30539915 Low Con 0.274 Humor_Satire
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
Nazi en power.
Nazi en power.
Identity Attack0.27171627
Insult0.24928534
Profanity0.17706433
Threat0.009877442
Severe Toxicity0.16960317
Moderate 0.30539915 Low Con 0.291
Sep 30, 2025 IRCC Names India in Study …

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.