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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 391 of 1230
This video is eye opening, I thought Canadians were nice... well at least the racists ones were nice about it.
This video is eye opening, I thought Canadians were nice... well at least the racists ones were nice about it.
Identity Attack0.36942887
Insult0.25404143
Profanity0.03765389
Threat0.008116818
Severe Toxicity0.010528564
Moderate 0.35186127 Moderate Con 0.459 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
They're also burning down Christian churches, but that's not on the agenda
They're also burning down Christian churches, but that's not on the agenda
Identity Attack0.381025
Insult0.06285016
Profanity0.09486605
Threat0.39416263
Severe Toxicity0.023076924
Moderate 0.35186127 Low Con 0.229 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Canadians cannot afford to have children.
Canadians cannot afford to have children.
Identity Attack0.40713623
Insult0.15556364
Profanity0.02836696
Threat0.0100069
Severe Toxicity0.015221698
Moderate 0.35186127 Low Con 0.185
Aug 28, 2025 Why Canadians Are Turning Against …
I hope yall know this invasion has made Canada terrible for the youth, all the youth and even some 20-25-30 yr olds are left jobless by all these Indians taking over all the jobs becoming …
I hope yall know this invasion has made Canada terrible for the youth, all the youth and even some 20-25-30 yr olds are left jobless by all these Indians taking over all the jobs becoming managers somehow then they ONLY hire Indians once they are manager. I’ve been looking consistently for a full time job for around 8 months now. It’s terrible what this invasion has done, just what they did to the job market alone is enough to want to leave.
Identity Attack0.4453683
Insult0.19500497
Profanity0.038154904
Threat0.011327368
Severe Toxicity0.01735206
Moderate 0.35186127 Constructive 0.687 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada cursed with short sighted political leaders (ON ALL PARTIES) failed to do the basics to even attempt to diversify the economy. No new ports, refineries, pipelines Al infrastructure..ect Those aforementioned issues are compounded by …
Canada cursed with short sighted political leaders (ON ALL PARTIES) failed to do the basics to even attempt to diversify the economy. No new ports, refineries, pipelines Al infrastructure..ect Those aforementioned issues are compounded by either too much immigration without support or too few immigrants to grow into an economic opening up. There was a plan years ago that CANADA should have between 70-100 million by this centuries end ..but that ONLY works OR be remotely possible if we started with laying out the economic and societal systems 20 years ago.... We've painted ourselves into not only a corner ..but onto the edge of a cliff
Identity Attack0.08252834
Insult0.3406697
Profanity0.2659008
Threat0.011689849
Severe Toxicity0.016577384
Moderate 0.35186127 Constructive 0.566 Economic_Argument
Feb 17, 2026 6 likes LILLEY UNLEASHED: The fall of …
So only europeans have the right to settle in a new continent, country, planets? 😢 who gave this rights to them?? Their forefathers looted India, Africa etc and got the investment/capital.
So only europeans have the right to settle in a new continent, country, planets? 😢 who gave this rights to them?? Their forefathers looted India, Africa etc and got the investment/capital.
Identity Attack0.38246045
Insult0.22303216
Profanity0.06546012
Threat0.012026439
Severe Toxicity0.016706496
Moderate 0.35186127 Low Con 0.276
Oct 1, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
MASS DEPORTATIONS NEEDED
MASS DEPORTATIONS NEEDED
Identity Attack0.31307843
Insult0.06757036
Profanity0.053435806
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.35186127 Low Con 0.206 Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They need to go back to India
They need to go back to India
Identity Attack0.3817989
Insult0.14874944
Profanity0.075468846
Threat0.035803676
Severe Toxicity0.017481172
Moderate 0.35186127 Low Con 0.217
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
They destroyed their country (pollution, overpopulation) so they come here to do the same. Real facts... The race to end the world would be them.
They destroyed their country (pollution, overpopulation) so they come here to do the same. Real facts... The race to end the world would be them.
Identity Attack0.3780483
Insult0.14512913
Profanity0.06195303
Threat0.13815513
Severe Toxicity0.021935565
Moderate 0.35186127 Low Con 0.143 Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
This is nothing!!! You should check out the Indian INVASION of Australia. Melbourne, Sydney, Perth is totally over run
This is nothing!!! You should check out the Indian INVASION of Australia. Melbourne, Sydney, Perth is totally over run
Identity Attack0.38208112
Insult0.16195811
Profanity0.09518933
Threat0.012699619
Severe Toxicity0.020902663
Moderate 0.35186127 Moderate Con 0.346 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Bike guy is goated
Bike guy is goated
Identity Attack0.059311368
Insult0.3388922
Profanity0.25458565
Threat0.012337137
Severe Toxicity0.016577384
Moderate 0.35186127 Moderate Con 0.35 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
guy really worked hard to find negativity yet whites and others themselves claim indians are better people to live with then other ethnicity 😁 .
guy really worked hard to find negativity yet whites and others themselves claim indians are better people to live with then other ethnicity 😁 .
Identity Attack0.40255263
Insult0.15698463
Profanity0.10301965
Threat0.010757755
Severe Toxicity0.015609037
Moderate 0.35186127 Low Con 0.29 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Investigate the invasion of Indians in Frisco Texas. Our mayor is being payed by Indians who don’t even live in the country. We have a lawyer in Dallas who is giving all these Indians H-1B …
Investigate the invasion of Indians in Frisco Texas. Our mayor is being payed by Indians who don’t even live in the country. We have a lawyer in Dallas who is giving all these Indians H-1B visas. Abbot just banned it now after they have just received backlash from the true born Texans. I now live in little India… thank you America!
Identity Attack0.42615733
Insult0.16802633
Profanity0.02836696
Threat0.011275585
Severe Toxicity0.01644827
Moderate 0.35186127 Constructive 0.628 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Now do Glendale and the Armenians and fraud
Now do Glendale and the Armenians and fraud
Identity Attack0.2781757
Insult0.24928534
Profanity0.058445938
Threat0.02492592
Severe Toxicity0.012359619
Moderate 0.35186127 Low Con 0.22
Jan 27, 2026 Inside Canada's Indian Invasion...
Please save us from the tyranny of our government and these terrible people today.
Please save us from the tyranny of our government and these terrible people today.
Identity Attack0.029402243
Insult0.37166002
Profanity0.06195303
Threat0.012440704
Severe Toxicity0.00667572
Moderate 0.35186127 Moderate Con 0.315 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
😂😂😂😂😂😂😂😂 welcome to 🇨🇦👈 where the government is weak and the crime is high cuz 🇨🇦 let them in and out and as a 🇨🇦👈 over 30yr I still can't a home or a job
😂😂😂😂😂😂😂😂 welcome to 🇨🇦👈 where the government is weak and the crime is high cuz 🇨🇦 let them in and out and as a 🇨🇦👈 over 30yr I still can't a home or a job
Identity Attack0.2869935
Insult0.16868424
Profanity0.09098661
Threat0.01238892
Severe Toxicity0.017158391
Moderate 0.35186127 Moderate Con 0.38 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
Hindus have no individualism
Hindus have no individualism
Identity Attack0.40883094
Insult0.17858955
Profanity0.10549548
Threat0.009592636
Severe Toxicity0.019095084
Moderate 0.35186127 Low Con 0.255 Unverified_Claim
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
should look into maid and how it is the 4th leading cause of death in canada....and 97% of the recipients are white canadians. seems like they arent offering it to the massive influxes of indian …
should look into maid and how it is the 4th leading cause of death in canada....and 97% of the recipients are white canadians. seems like they arent offering it to the massive influxes of indian or chinese immigrants. would be very interesting to see who is pushing maid the hardest, and what ethnicity those doctors / care practitioners are. call me crazy but seems a bit like institutionalized genocide.
Identity Attack0.36873037
Insult0.26957804
Profanity0.05393682
Threat0.04880493
Severe Toxicity0.012703998
Moderate 0.35186127 Constructive 0.506 Unverified_Claim
Feb 28, 2026 Inside Canada's Indian Invasion...
By the way, the indians in canada are literally the bottom of the barrel, its the people who couldnt make it to the states on a hb1 lmao.
By the way, the indians in canada are literally the bottom of the barrel, its the people who couldnt make it to the states on a hb1 lmao.
Identity Attack0.38200524
Insult0.24903896
Profanity0.12158839
Threat0.009592636
Severe Toxicity0.017997624
Moderate 0.35186127 Low Con 0.221 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It’s Simple, Liberals care more for immigrants than it’s TRUE Canadians! Conservatives, care more for TRUE Canadians. One Canadian life is far more valuable than 100 immigrants. Liberals will give FREE money to immigrants for …
It’s Simple, Liberals care more for immigrants than it’s TRUE Canadians! Conservatives, care more for TRUE Canadians. One Canadian life is far more valuable than 100 immigrants. Liberals will give FREE money to immigrants for housing, food, and other necessities, but we have single CANADIAN mothers that are barely surviving. Liberals, you’re an absolute joke. I have zero respect for liberals. I only surround myself with intelligent thinkers. USA, Poland, & Hungary are the only countries I respect.
Identity Attack0.27991617
Insult0.34392178
Profanity0.05543986
Threat0.008919456
Severe Toxicity0.013607788
Moderate 0.35186127 Moderate Con 0.451 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
19:22 I’m about to possibly die, but first a word from our sponsor.
19:22 I’m about to possibly die, but first a word from our sponsor.
Identity Attack0.0233943
Insult0.03588435
Profanity0.13873272
Threat0.44185185
Severe Toxicity0.023076924
Moderate 0.35186127 Moderate Con 0.364 Humor_Satire
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
Mama pundek
Mama pundek
Identity Attack0.030433474
Insult0.36798462
Profanity0.29209393
Threat0.0089712385
Severe Toxicity0.023076924
Moderate 0.35186127 Moderate Con 0.356 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The Khslistan movement is a fraud for immigration only to seek asylum.
The Khslistan movement is a fraud for immigration only to seek asylum.
Identity Attack0.36702603
Insult0.25998658
Profanity0.08193458
Threat0.011638066
Severe Toxicity0.012435913
Moderate 0.34757367 Low Con 0.153 Unverified_Claim
Jan 29, 2026 4 likes Inside Canada's Indian Invasion...
We cannot co-exist with cultures that refuse to assimilate. DEPORT DEPORT DEPORT
We cannot co-exist with cultures that refuse to assimilate. DEPORT DEPORT DEPORT
Identity Attack0.38176915
Insult0.10587067
Profanity0.06746418
Threat0.045572113
Severe Toxicity0.020902663
Moderate 0.34757367 Low Con 0.285 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
the biggest fraud is India's so called PM who claims to have studied in a large public uni but no one has ever seen him - wow
the biggest fraud is India's so called PM who claims to have studied in a large public uni but no one has ever seen him - wow
Identity Attack0.18391247
Insult0.36193377
Profanity0.06495911
Threat0.008919456
Severe Toxicity0.009689331
Moderate 0.34757367 Low Con 0.244
Sep 30, 2025 2 likes 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.