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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 618 of 1230
They are the best immigrant any country can have and you are still not happy 😞😞
They are the best immigrant any country can have and you are still not happy 😞😞
Identity Attack0.1294935
Insult0.05027775
Profanity0.026454043
Threat0.007754337
Severe Toxicity0.005874634
Low Tox 0.20242359 Moderate Con 0.414 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Im from Quebec and I don't know what makes the white guy Canadian? how is he different from an American?
Im from Quebec and I don't know what makes the white guy Canadian? how is he different from an American?
Identity Attack0.26325142
Insult0.04969218
Profanity0.023789622
Threat0.0069646453
Severe Toxicity0.0050354004
Low Tox 0.20219094 Moderate Con 0.453 Question
Feb 24, 2026 Inside Canada's Indian Invasion...
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost …
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost up to 17-20$ an hr!!!! We have to bring like before people who contribute to society and can stand on two feet but we have too many munchers and now under liberals 14 years of power we have the rich who avoid taxes the poor who can’t afford taxes and the nee middle class who pays all the taxes to pay for the rest. Welcome to Canada under liberals alone.
Identity Attack0.06613251
Insult0.12159709
Profanity0.028093686
Threat0.008919456
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.492
Nov 19, 2025 18 likes Quebec Ends Economic Immigration Program …
Why he say _Hanuman_ like Ryu from Street Fighter? 😂
Why he say _Hanuman_ like Ryu from Street Fighter? 😂
Identity Attack0.16801116
Insult0.06319981
Profanity0.10178173
Threat0.027861187
Severe Toxicity0.01393057
Low Tox 0.20219094 Low Con 0.244 Humor_Satire
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
u import india u become india. a country is still struggling on poverty line after 79 years independence. by the way the replacement is not only happening in Brampton but the whole Canada, like surrey …
u import india u become india. a country is still struggling on poverty line after 79 years independence. by the way the replacement is not only happening in Brampton but the whole Canada, like surrey abbortsford, nanaimo....
Identity Attack0.21470967
Insult0.06652143
Profanity0.015932998
Threat0.008181547
Severe Toxicity0.005874634
Low Tox 0.20219094 Moderate Con 0.478 Fear_Threat
Feb 13, 2026 4 likes Inside Canada's Indian Invasion...
Timjeet Hortonsingh, only hires Timigrants
Timjeet Hortonsingh, only hires Timigrants
Identity Attack0.15731181
Insult0.08434689
Profanity0.03615085
Threat0.011094344
Severe Toxicity0.007133484
Low Tox 0.20219094 Low Con 0.264 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Sydney Australia and it's suburbs are just as invaded. The only difference is that there are fewer Indians and Moe Thai, Filipino, and Indonesians. Both have about equal percentages of Chinese.
Sydney Australia and it's suburbs are just as invaded. The only difference is that there are fewer Indians and Moe Thai, Filipino, and Indonesians. Both have about equal percentages of Chinese.
Identity Attack0.27701542
Insult0.056719027
Profanity0.021603432
Threat0.008634649
Severe Toxicity0.0064468384
Low Tox 0.20219094 Constructive 0.532
Aug 25, 2025 Why Canadians Are Turning Against …
Trudeau, Biden all the leftist leaders in Europe not only opened their borders to mass illegal immigration. They all facilitated it as well.... but that just a coincidence, it has nothing to do with that …
Trudeau, Biden all the leftist leaders in Europe not only opened their borders to mass illegal immigration. They all facilitated it as well.... but that just a coincidence, it has nothing to do with that evil organization the WEF and their push for open borders , "you will own nothing and be happy" everyone will be equal poor besides the leftist elites like Trudeau, ect
Identity Attack0.06340405
Insult0.15236975
Profanity0.015932998
Threat0.0069905366
Severe Toxicity0.0032997131
Low Tox 0.20219094 Low Con 0.265
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Stop hiding rascim behind "if only they were more Canadian." The Italians and Irish did the same thing, and were shown the same or more hate than what Punjabis receive today. The history of NA …
Stop hiding rascim behind "if only they were more Canadian." The Italians and Irish did the same thing, and were shown the same or more hate than what Punjabis receive today. The history of NA is based in immigration. The visual difference is just something else you can point at.
Identity Attack0.19495805
Insult0.075868964
Profanity0.013473531
Threat0.006770459
Severe Toxicity0.0039863586
Low Tox 0.20219094 Constructive 0.598 Moral_Argument
Oct 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Citizen are FIRST!!! stop benefit to international student’s children and no more refugees
Citizen are FIRST!!! stop benefit to international student’s children and no more refugees
Identity Attack0.18468912
Insult0.045593183
Profanity0.014190876
Threat0.009385503
Severe Toxicity0.0060272217
Low Tox 0.20219094 Low Con 0.282
Nov 28, 2018 1 likes How much do refugees and …
Weed to fire and change some of these individuals who are in charge of canada immigration system
Weed to fire and change some of these individuals who are in charge of canada immigration system
Identity Attack0.062039822
Insult0.061801232
Profanity0.020100424
Threat0.13815513
Severe Toxicity0.0077056885
Low Tox 0.20219094 Low Con 0.122
Sep 29, 2025 IRCC Names India in Study …
Why do you call it an Indian invasion?
Why do you call it an Indian invasion?
Identity Attack0.24293575
Insult0.045593183
Profanity0.056441884
Threat0.009411395
Severe Toxicity0.007133484
Low Tox 0.20219094 Low Con 0.226 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
The bizarre thing is, why didn't the Dutch and Portuguese guys stay in their own country in the first place? They would have been far better off. They are immigrants themselves....
The bizarre thing is, why didn't the Dutch and Portuguese guys stay in their own country in the first place? They would have been far better off. They are immigrants themselves....
Identity Attack0.23011416
Insult0.06267534
Profanity0.022013342
Threat0.0069516995
Severe Toxicity0.0049591064
Low Tox 0.20219094 Moderate Con 0.332
Oct 21, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
What a load of divisive rhetoric this is 🤮
What a load of divisive rhetoric this is 🤮
Identity Attack0.0076215584
Insult0.0836065
Profanity0.03915693
Threat0.0071070488
Severe Toxicity0.0037193298
Low Tox 0.20219094 Low Con 0.205
Aug 26, 2025 Why Canadians Are Turning Against …
That’s the problem when to many migrants come from one country to your country it’s like an invasion and the government is to blame for reasons of economics - GDP growth- Educational funding as a …
That’s the problem when to many migrants come from one country to your country it’s like an invasion and the government is to blame for reasons of economics - GDP growth- Educational funding as a business model and cheap labour it’s all a false economy
Identity Attack0.18235919
Insult0.06634661
Profanity0.017572641
Threat0.006925808
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.499
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Yes we need more immigrants due to our low birth rate but we should not be lowering our standards and import the world’s poor.
Yes we need more immigrants due to our low birth rate but we should not be lowering our standards and import the world’s poor.
Identity Attack0.14661247
Insult0.07396803
Profanity0.014225035
Threat0.007857903
Severe Toxicity0.004386902
Low Tox 0.20219094 Moderate Con 0.396 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Go home
Go home
Identity Attack0.01191331
Insult0.06512285
Profanity0.02932342
Threat0.016120117
Severe Toxicity0.0064086914
Low Tox 0.20219094 Moderate Con 0.384
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
It's time to assimilate or return
It's time to assimilate or return
Identity Attack0.06158508
Insult0.033680726
Profanity0.06044999
Threat0.059796512
Severe Toxicity0.011367798
Low Tox 0.20219094 Low Con 0.19
Jan 27, 2026 Inside Canada's Indian Invasion...
5:27 dude is dangerously based.
5:27 dude is dangerously based.
Identity Attack0.013646871
Insult0.056133457
Profanity0.05543986
Threat0.030623792
Severe Toxicity0.0059127808
Low Tox 0.20219094 Moderate Con 0.303
Jan 27, 2026 78 likes Inside Canada's Indian Invasion...
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers …
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers have to pay it while we are out working everyday while they get to do nothing the minimum it makes me si mad...canada is suffering because of it now worst thing they ever did was ket them all over her canada is ruined now !!!!
Identity Attack0.03919895
Insult0.08508729
Profanity0.02030538
Threat0.010938995
Severe Toxicity0.0046539307
Low Tox 0.20219094 Moderate Con 0.48 Moral_Argument
Aug 26, 2025 How much do refugees and …
البيض يحسبون انهم السكان الاصليين 😂😂
البيض يحسبون انهم السكان الاصليين 😂😂
Identity Attack0.17925262
Insult0.081508696
Profanity0.058946952
Threat0.008556974
Severe Toxicity0.014382465
Low Tox 0.20219094 Low Con 0.124 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Wanna live ...live...but don't bring ur religion everywhere u go
Wanna live ...live...but don't bring ur religion everywhere u go
Identity Attack0.18546575
Insult0.03522326
Profanity0.026317406
Threat0.00933372
Severe Toxicity0.0062179565
Low Tox 0.20219094 Moderate Con 0.316 Identity_Assertion
Feb 11, 2026 Inside Canada's Indian Invasion...
LIES,LIES,LIIIIIIIEEEEEEEEEEEEEEEEEEESSSSSSSSSSSSSSSSSSSSSS
LIES,LIES,LIIIIIIIEEEEEEEEEEEEEEEEEEESSSSSSSSSSSSSSSSSSSSSS
Identity Attack0.0050687063
Insult0.0777699
Profanity0.11911256
Threat0.025443908
Severe Toxicity0.023076924
Low Tox 0.20219094 Low Con 0.252
Jan 25, 2018 26 likes How much do refugees and …
I wanna be friends with that dude on the bike. Finally a truthful canuck
I wanna be friends with that dude on the bike. Finally a truthful canuck
Identity Attack0.015757138
Insult0.07333439
Profanity0.119731516
Threat0.013702838
Severe Toxicity0.008811951
Low Tox 0.20219094 Moderate Con 0.474 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Using Canada to get into "The greatest country on earth." WOW. Open your eyes man, you're delusional if you think America is the greatest country on earth. Maybe it used to be, but it's been …
Using Canada to get into "The greatest country on earth." WOW. Open your eyes man, you're delusional if you think America is the greatest country on earth. Maybe it used to be, but it's been far away from that for decades, now especially with current events.
Identity Attack0.0775651
Insult0.11797678
Profanity0.018255826
Threat0.006861079
Severe Toxicity0.0036621094
Low Tox 0.20219094 Low Con 0.263 Comparative_Framing
Jan 27, 2026 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.