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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

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30,738 comments · Page 334 of 1230
Diab is a so called lawyer just like chipmunk cheeks. Between the 2 their IQ's are a total of 80.
Diab is a so called lawyer just like chipmunk cheeks. Between the 2 their IQ's are a total of 80.
Identity Attack0.02821777
Insult0.41530323
Profanity0.12035047
Threat0.009074804
Severe Toxicity0.013414118
Moderate 0.37795907 Low Con 0.16 Meta_Commentary
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
donald trump should kick them out if in doubt
donald trump should kick them out if in doubt
Identity Attack0.08666438
Insult0.07365121
Profanity0.11539881
Threat0.5195707
Severe Toxicity0.022064678
Moderate 0.37795907 Low Con 0.089 Threat Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
We’re fed up also……New Brunswick!!! All Canadians are fed up…..send them back
We’re fed up also……New Brunswick!!! All Canadians are fed up…..send them back
Identity Attack0.41052565
Insult0.28586254
Profanity0.050930742
Threat0.019228047
Severe Toxicity0.018126737
Moderate 0.37795907 Moderate Con 0.384 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Why? I hate CAQ
Why? I hate CAQ
Identity Attack0.26325142
Insult0.16890354
Profanity0.18049006
Threat0.011793415
Severe Toxicity0.0127685545
Moderate 0.37795907 Moderate Con 0.363
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Identity Attack0.48915586
Insult0.191015
Profanity0.040910475
Threat0.013010317
Severe Toxicity0.023076924
Moderate 0.37795907 Low Con 0.289 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration is destroying the West
Immigration is destroying the West
Identity Attack0.44690517
Insult0.15236975
Profanity0.13432594
Threat0.05042134
Severe Toxicity0.019740647
Moderate 0.37795907 Low Con 0.226 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
My wife is from Hong Kong and we worked together for years. I would yell at her if she speaks Cantonese in the workplace. At home to her parents ok. When your in your workplace …
My wife is from Hong Kong and we worked together for years. I would yell at her if she speaks Cantonese in the workplace. At home to her parents ok. When your in your workplace speak our language. I can’t even order a coffee at Tim hortons without doing a double take cause I can’t understand what the hell is being said to me.
Identity Attack0.09576365
Insult0.17237684
Profanity0.40185395
Threat0.00951496
Severe Toxicity0.019998873
Moderate 0.37795907 Constructive 0.728 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I am so proud of Poland ❤ Europe Canada UK Australia new zealand these are were destroy by immigrates 😢😭
I am so proud of Poland ❤ Europe Canada UK Australia new zealand these are were destroy by immigrates 😢😭
Identity Attack0.44690517
Insult0.19500497
Profanity0.060951006
Threat0.024580594
Severe Toxicity0.019611536
Moderate 0.37795907 Moderate Con 0.497
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If Indians want to feel like they're in India so bad they can go back to India. Everywhere you go even in BC you see less and less Canadian people anywhere, let alone Filipino, Mexican …
If Indians want to feel like they're in India so bad they can go back to India. Everywhere you go even in BC you see less and less Canadian people anywhere, let alone Filipino, Mexican or even Chinese.
Identity Attack0.48915586
Insult0.21602537
Profanity0.040409464
Threat0.01101667
Severe Toxicity0.01683561
Moderate 0.37795907 Moderate Con 0.415 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Que asco
Que asco
Identity Attack0.010655383
Insult0.39297962
Profanity0.29053202
Threat0.007327127
Severe Toxicity0.015350811
Moderate 0.37795907 Moderate Con 0.372
Feb 24, 2026 Inside Canada's Indian Invasion...
9:05 their god is a white money man ? Lmao
9:05 their god is a white money man ? Lmao
Identity Attack0.3908055
Insult0.16551061
Profanity0.16031636
Threat0.011094344
Severe Toxicity0.02167734
Moderate 0.37795907 Low Con 0.173 Humor_Satire
Feb 26, 2026 Inside Canada's Indian Invasion...
These white people forget that they too r immigrants..came a few centuries before us...native indians r the real owner of usa and canada.
These white people forget that they too r immigrants..came a few centuries before us...native indians r the real owner of usa and canada.
Identity Attack0.46028158
Insult0.1823172
Profanity0.055940874
Threat0.008336896
Severe Toxicity0.015609037
Moderate 0.37795907 Moderate Con 0.364 Identity_Assertion
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
One immigrants complaining another. 😂
One immigrants complaining another. 😂
Identity Attack0.44690517
Insult0.24928534
Profanity0.055940874
Threat0.007534259
Severe Toxicity0.01159668
Moderate 0.37795907 Low Con 0.202 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
SHAME ON ROCANEWS SPREDING HATE 😢
SHAME ON ROCANEWS SPREDING HATE 😢
Identity Attack0.10221587
Insult0.30797598
Profanity0.07967158
Threat0.017328756
Severe Toxicity0.014898917
Moderate 0.37795907 Low Con 0.184
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Brampton is a cesspool
Brampton is a cesspool
Identity Attack0.06749674
Insult0.40975618
Profanity0.26600444
Threat0.0100069
Severe Toxicity0.020386212
Moderate 0.37795907 Low Con 0.243
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Fake students fake colleges mostly from one or two countries more like human trafficking for cheap wages the education sector should not be used as a business model for foreign students it’s a scam
Fake students fake colleges mostly from one or two countries more like human trafficking for cheap wages the education sector should not be used as a business model for foreign students it’s a scam
Identity Attack0.19693321
Insult0.33998606
Profanity0.0961592
Threat0.008194493
Severe Toxicity0.014317908
Moderate 0.37795907 Low Con 0.252 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
4:10 Man is savage 😂
4:10 Man is savage 😂
Identity Attack0.10221587
Insult0.26957804
Profanity0.22562476
Threat0.014220826
Severe Toxicity0.020644438
Moderate 0.37795907 Low Con 0.287 Humor_Satire
Feb 21, 2026 Inside Canada's Indian Invasion...
she might have got served before cuz she must be pakistani. i dont see an Indian butchering. or he was no Indian wants a girl inside a buther shop, and to wait.. relax just Indian …
she might have got served before cuz she must be pakistani. i dont see an Indian butchering. or he was no Indian wants a girl inside a buther shop, and to wait.. relax just Indian things.
Identity Attack0.44690517
Insult0.25602314
Profanity0.17287734
Threat0.03718498
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.453 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
thank you for this video its hell out here but its like were screaming into the void😩😔
thank you for this video its hell out here but its like were screaming into the void😩😔
Identity Attack0.025203101
Insult0.10440776
Profanity0.33453682
Threat0.018364733
Severe Toxicity0.023076924
Moderate 0.37795907 Constructive 0.524 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau Liberal - Elbows up dummies
Trudeau Liberal - Elbows up dummies
Identity Attack0.052490227
Insult0.42743355
Profanity0.1352073
Threat0.013372798
Severe Toxicity0.012703998
Moderate 0.37795907 Low Con 0.162 Humor_Satire
Jun 20, 2025 How Canada broke its immigration …
Misleading title. We don’t have a problem with immigration. We have a problem with a hoard of illegals and visa scammers flooding our country.
Misleading title. We don’t have a problem with immigration. We have a problem with a hoard of illegals and visa scammers flooding our country.
Identity Attack0.33352965
Insult0.39297962
Profanity0.04366605
Threat0.009877442
Severe Toxicity0.012207031
Moderate 0.37795907 Moderate Con 0.301 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
You must get hold of person by name Justin Trudeau and bash him !!!!
You must get hold of person by name Justin Trudeau and bash him !!!!
Identity Attack0.013546381
Insult0.13245803
Profanity0.04291453
Threat0.49142194
Severe Toxicity0.023076924
Moderate 0.37795907 Low Con 0.214
Aug 25, 2025 Why Canadians Are Turning Against …
time to go elsewhere immigrants, it's not that we don't like you, it's just we don't have the residence to house any of you.
time to go elsewhere immigrants, it's not that we don't like you, it's just we don't have the residence to house any of you.
Identity Attack0.39461556
Insult0.24928534
Profanity0.029888187
Threat0.012699619
Severe Toxicity0.016641939
Moderate 0.37795907 Constructive 0.532
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Indian community, especially Hindus, who are deeply engrossed in superstitions and their religion are known for destroying the native cultures. Even many Indians who are other than Hindus, know their secret agenda but western countries …
Indian community, especially Hindus, who are deeply engrossed in superstitions and their religion are known for destroying the native cultures. Even many Indians who are other than Hindus, know their secret agenda but western countries remain completely ignorant and oblivion to Hindu style of working. In India also, they deliberately assigned Hinduism to every tribes, although truth is that many tribes (well known tribe is Jatt/Jat) in India have their own culture and they do not belong to Hinduism or any other known religions of Hindu, Muslim, and Christians. Hinduism is just construction of sanghi brahamins, who destroyed India oldest known dhamm budhism. Intially these so called Hindus show kindness and courtesy to the culture of foreign countries they go. Once they get settled there, starts spreading hate against other relgions and cultures. One day, I am sure that these people make western countries's societies worst than India. You will see the big heaps of garbage and polluted rivers in west. Westerners are destined to be destroyed because of lack of understanding about these people.
Identity Attack0.46028158
Insult0.34314156
Profanity0.16589902
Threat0.045895394
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.479 Identity_Assertion
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the …
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the polls for the left, because the right wants them out to fix Canada.
Identity Attack0.46028158
Insult0.24928534
Profanity0.03765389
Threat0.009877442
Severe Toxicity0.017416617
Moderate 0.37751234 Low Con 0.243 Unverified_Claim
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...

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.