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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 #}

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30,738 comments · Page 862 of 1230
Corruptions
Corruptions
Identity Attack0.006622616
Insult0.025542418
Profanity0.023311393
Threat0.007262398
Severe Toxicity0.0019264221
Low Tox 0.079250954 Moderate Con 0.417
Nov 18, 2025 1 likes IRCC Names India in Study …
Come do Australia 😂 Indistralia
Come do Australia 😂 Indistralia
Identity Attack0.051126
Insult0.02618698
Profanity0.026044132
Threat0.0068869707
Severe Toxicity0.004043579
Low Tox 0.079250954 Low Con 0.283 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
they on;y marry the same ,they do not mix
they on;y marry the same ,they do not mix
Identity Attack0.034816213
Insult0.02103047
Profanity0.024882717
Threat0.007935578
Severe Toxicity0.0024032593
Low Tox 0.079250954 Low Con 0.247
Jan 27, 2026 Inside Canada's Indian Invasion...
Good bye and go home 👋👋
Good bye and go home 👋👋
Identity Attack0.004125261
Insult0.026058068
Profanity0.016035475
Threat0.01086132
Severe Toxicity0.0030708313
Low Tox 0.079250954 Moderate Con 0.406
Nov 27, 2025 Quebec Ends Economic Immigration Program …
3:45 "It's what investors want, its what businesses want, it's what individuals need" as usual, no mention of the young Canadians drowning under massive rent and low entry level opportunities that were born here and …
3:45 "It's what investors want, its what businesses want, it's what individuals need" as usual, no mention of the young Canadians drowning under massive rent and low entry level opportunities that were born here and don't have an "out" to go to a different country. But oh no think of the poor international students!! Think of the businesses!
Identity Attack0.022992345
Insult0.02657372
Profanity0.0117997285
Threat0.007249452
Severe Toxicity0.0017166138
Low Tox 0.079250954 Constructive 0.574 Policy_Critique
Jan 26, 2026 Why Canada’s immigration system has …
Canadians didn't vote for liberals. Immigrants voted for liberals
Canadians didn't vote for liberals. Immigrants voted for liberals
Identity Attack0.054763943
Insult0.021288296
Profanity0.011970525
Threat0.0061749537
Severe Toxicity0.0014877319
Low Tox 0.079250954 Moderate Con 0.313
Sep 7, 2025 Why Canadians Are Turning Against …
If you giving 2.5 Billion to Ukrane at least this people work & they pay tax. They are not free loader.
If you giving 2.5 Billion to Ukrane at least this people work & they pay tax. They are not free loader.
Identity Attack0.017364962
Insult0.031036375
Profanity0.015967157
Threat0.006822242
Severe Toxicity0.0017642975
Low Tox 0.079250954 Moderate Con 0.338
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Immigrants that apply and get vetted as against asylum seekers. Two different standards.
Immigrants that apply and get vetted as against asylum seekers. Two different standards.
Identity Attack0.057037655
Insult0.02012808
Profanity0.010706633
Threat0.006537435
Severe Toxicity0.0014781952
Low Tox 0.079250954 Moderate Con 0.334
May 8, 2018 1 likes How much do refugees and …
Phew, glad I left Canada
Phew, glad I left Canada
Identity Attack0.043581683
Insult0.017936565
Profanity0.015181494
Threat0.0084793
Severe Toxicity0.0024414062
Low Tox 0.079250954 Moderate Con 0.43 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Brampton is fallen
Brampton is fallen
Identity Attack0.006696612
Insult0.032138187
Profanity0.025770858
Threat0.008919456
Severe Toxicity0.0029182434
Low Tox 0.079250954 Moderate Con 0.346 Fear_Threat
Dec 25, 2025 1 likes Deportations From Canada at Their …
Who else loves the elderly Sikh gentleman? Respect 🙏
Who else loves the elderly Sikh gentleman? Respect 🙏
Identity Attack0.044870727
Insult0.0233509
Profanity0.015898837
Threat0.008375733
Severe Toxicity0.0031661987
Low Tox 0.079250954 Constructive 0.568 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Greatest country on earth ? The USA?
Greatest country on earth ? The USA?
Identity Attack0.035331827
Insult0.019676886
Profanity0.01764096
Threat0.0068869707
Severe Toxicity0.002231598
Low Tox 0.079250954 Low Con 0.237 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The liberals recognized that professional skilled immigrants tend to vote conservative.
The liberals recognized that professional skilled immigrants tend to vote conservative.
Identity Attack0.053854458
Insult0.023866551
Profanity0.0138151245
Threat0.006647474
Severe Toxicity0.0015735626
Low Tox 0.079250954 Low Con 0.201 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Who is notice 😂 0:56
Who is notice 😂 0:56
Identity Attack0.007917541
Insult0.019225692
Profanity0.03990845
Threat0.01052473
Severe Toxicity0.004425049
Low Tox 0.079250954 Low Con 0.27
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Go home. This isn't it.
Go home. This isn't it.
Identity Attack0.003089321
Insult0.025284592
Profanity0.014225035
Threat0.008194493
Severe Toxicity0.0019454956
Low Tox 0.079250954 Low Con 0.197 Identity_Assertion
Nov 27, 2025 Quebec Ends Economic Immigration Program …
Another of Tiny Trudeau's myriad "successes."
Another of Tiny Trudeau's myriad "successes."
Identity Attack0.0032928092
Insult0.04090862
Profanity0.011697251
Threat0.0058513097
Severe Toxicity0.0011253357
Low Tox 0.079250954 Low Con 0.18 Policy_Critique
Jun 17, 2025 16 likes How Canada broke its immigration …
Why is Canada doing this sad
Why is Canada doing this sad
Identity Attack0.029144434
Insult0.025800243
Profanity0.012448754
Threat0.0067834044
Severe Toxicity0.0016975403
Low Tox 0.079250954 Low Con 0.283
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not just Canada It's around the world. Councils and governments just let our towns be take over. I live in the country (Australia) and it's happening way out in nowhere. Won't be long before …
It's not just Canada It's around the world. Councils and governments just let our towns be take over. I live in the country (Australia) and it's happening way out in nowhere. Won't be long before this is little India too
Identity Attack0.050671257
Insult0.02425329
Profanity0.013507691
Threat0.007547205
Severe Toxicity0.0019931793
Low Tox 0.079250954 Constructive 0.617 Fear_Threat
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
FYI even HAVING that knife with the idea to protect yourself is a big crime in Canada, you cannot have any self defence weapons or tools
FYI even HAVING that knife with the idea to protect yourself is a big crime in Canada, you cannot have any self defence weapons or tools
Identity Attack0.013244915
Insult0.019547975
Profanity0.013166099
Threat0.027343199
Severe Toxicity0.0031471252
Low Tox 0.079250954 Low Con 0.233 Policy_Critique
Jan 27, 2026 108 likes Inside Canada's Indian Invasion...
It's weird when people move to Canada and have no interest in integrating whatsoever. Like.. we aren't asking you to leave behind your culture or religion.. just follow our social norms and be an active …
It's weird when people move to Canada and have no interest in integrating whatsoever. Like.. we aren't asking you to leave behind your culture or religion.. just follow our social norms and be an active member of our society. Don't just cluster in your own community.
Identity Attack0.039972372
Insult0.024382202
Profanity0.012141321
Threat0.0059257476
Severe Toxicity0.0013160706
Low Tox 0.079250954 Constructive 0.601 Identity_Assertion
Jan 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Lost Canadians to add more tax to pay off pension . Usual gimmicks . One or other way they will find a way to meet the immigration targets .
Lost Canadians to add more tax to pay off pension . Usual gimmicks . One or other way they will find a way to meet the immigration targets .
Identity Attack0.041003603
Insult0.026702631
Profanity0.010945748
Threat0.006543908
Severe Toxicity0.0017261505
Low Tox 0.079250954 Low Con 0.267 Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
Shut the door already!
Shut the door already!
Identity Attack0.0034962974
Insult0.019032324
Profanity0.017914234
Threat0.016638106
Severe Toxicity0.002746582
Low Tox 0.079250954 Low Con 0.273 Call_To_Action
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this time it is happening through modern immigration and citizenship policies rather than conquest. Brampton is increasingly becoming Indian-dominant, not because of organic assimilation, but because Canadian government policies have allowed unchecked immigration, easy pathways to citizenship, and weak enforcement against illegal overstays. This demographic shift is a direct consequence of Canadian governance decisions, not the actions of immigrants alone. It is also important to acknowledge an uncomfortable reality: while many Indians in Brampton are hardworking, skilled, and law-abiding, there are individuals living there who are reportedly facing criminal charges or are wanted in India, yet continue to remain abroad due to legal loopholes, slow extradition processes, or a lack of coordination between governments. Ignoring this issue only undermines trust and accountability. Ultimately, the responsibility lies with the Canadian government. Citizenship is granted by Canada, not India. If Brampton is changing rapidly in its cultural and demographic makeup, it is because policymakers chose growth without proper planning, enforcement, or integration. History shows that when governments ignore demographic balance and social cohesion, long-term consequences follow—regardless of which group is involved.
Identity Attack0.04538634
Insult0.0279513
Profanity0.013985921
Threat0.0074436385
Severe Toxicity0.0020599365
Low Tox 0.079250954 Constructive 0.67
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Facts aren’t racist!!
Facts aren’t racist!!
Identity Attack0.0376521
Insult0.020579277
Profanity0.020851927
Threat0.006647474
Severe Toxicity0.002937317
Low Tox 0.079250954 Low Con 0.214 Moral_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
They need to close immigration immediately for many years we are feed up. This is over deportation will start we won’t take this for much longer.
They need to close immigration immediately for many years we are feed up. This is over deportation will start we won’t take this for much longer.
Identity Attack0.042292643
Insult0.016100928
Profanity0.011782649
Threat0.009955117
Severe Toxicity0.0023555756
Low Tox 0.079250954 Moderate Con 0.388 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …

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.