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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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Active: "Same in Australia" 249 comments · Page 8 of 10
So sad what Brampton has become. I left Canada entirely despite being born and raised in Brampton. Now living a better life in Australia
So sad what Brampton has become. I left Canada entirely despite being born and raised in Brampton. Now living a better life in Australia
Identity Attack0.031722516
Insult0.023608726
Profanity0.010006369
Threat0.006045496
Severe Toxicity0.0016021729
Low Tox 0.0665887 Constructive 0.571
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Plss come to Australia Melbourne see do this the same you'll be for a surprising time
Plss come to Australia Melbourne see do this the same you'll be for a surprising time
Identity Attack0.017264472
Insult0.016556932
Profanity0.02795705
Threat0.013702838
Severe Toxicity0.0043678284
Low Tox 0.06500591 Moderate Con 0.499 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Identity Attack0.011617327
Insult0.025800243
Profanity0.018597418
Threat0.007327127
Severe Toxicity0.0018024445
Low Tox 0.06421452 Low Con 0.191 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Same in Australia: Taxi company stated: Most of our drivers know the road rules. Well you can see we are heading towards Indian rules...
Same in Australia: Taxi company stated: Most of our drivers know the road rules. Well you can see we are heading towards Indian rules...
Identity Attack0.056582913
Insult0.01929015
Profanity0.013610168
Threat0.006977591
Severe Toxicity0.0018692017
Low Tox 0.06421452 Moderate Con 0.445 Comparative_Framing
Nov 3, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ …
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ their land. The same story exists in places like Australia, where the original Indigenous population is now a small minority. Over time, migration changes every country’s demographics — it’s a global reality, not an invasion. Even cities like London, Toronto, or New York are built by immigrants from across the world. So before calling it a ‘takeover,’ remember that every nation today stands on layers of migration, adaptation, and cultural exchange.
Identity Attack0.030433474
Insult0.024511116
Profanity0.01627459
Threat0.007353018
Severe Toxicity0.0018596649
Low Tox 0.06263174 Constructive 0.602 Comparative_Framing
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Looks like a snowy version of Australia
Looks like a snowy version of Australia
Identity Attack0.034042787
Insult0.020772645
Profanity0.021056883
Threat0.00823333
Severe Toxicity0.0030708313
Low Tox 0.06065326 Low Con 0.276
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh and here I thought they were all in my suburb in Australia! 😂
Oh and here I thought they were all in my suburb in Australia! 😂
Identity Attack0.035331827
Insult0.017549826
Profanity0.022764845
Threat0.008013252
Severe Toxicity0.0025749207
Low Tox 0.058737632 Moderate Con 0.477 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
This is just basically Australia😭🥀
This is just basically Australia😭🥀
Identity Attack0.04203484
Insult0.015796926
Profanity0.02433617
Threat0.009256045
Severe Toxicity0.0037002563
Low Tox 0.058490243 Moderate Con 0.372 Comparative_Framing
Jan 27, 2026 297 likes Inside Canada's Indian Invasion...
It’s not only Canada, Australia is also being overrun by spin bowlers.
It’s not only Canada, Australia is also being overrun by spin bowlers.
Identity Attack0.027413858
Insult0.022706337
Profanity0.013439372
Threat0.009074804
Severe Toxicity0.0016975403
Low Tox 0.05799546 Moderate Con 0.308 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an Aussie who did a Working Holiday in Canada and was shocked at the level of segregation in Canadian cities. They have literal cities that cater exclusively to one ethnicity; examples include Surrey and …
I'm an Aussie who did a Working Holiday in Canada and was shocked at the level of segregation in Canadian cities. They have literal cities that cater exclusively to one ethnicity; examples include Surrey and Brampton (Indian), Richmond, Burnaby and Markham (Chinese) and Vaughan (Italian). It's really funny cos Canadians that come to Australia like to lecture us on how welcoming and mixed Canada is when Canadian society is far more segregated than ours.
Identity Attack0.04693319
Insult0.019419061
Profanity0.010894509
Threat0.006110225
Severe Toxicity0.0015258789
Low Tox 0.057748068 Constructive 0.782
Sep 28, 2025 285 likes Inside Canada's Indian Metropolis (Brampton)
Great Job Canada! Australia having the same Problem!
Great Job Canada! Australia having the same Problem!
Identity Attack0.037394293
Insult0.021675033
Profanity0.010006369
Threat0.0067057298
Severe Toxicity0.0017166138
Low Tox 0.056263726 Moderate Con 0.474 Comparative_Framing
Nov 20, 2025 2 likes Quebec Ends Economic Immigration Program …
come to auckland new zealand bro , same story here even tho we on the other side of the world, or go to australia
come to auckland new zealand bro , same story here even tho we on the other side of the world, or go to australia
Identity Attack0.025203101
Insult0.015568925
Profanity0.02071529
Threat0.009722093
Severe Toxicity0.0024986267
Low Tox 0.056016337 Constructive 0.548 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It is happening in Australia new Zealand England
It is happening in Australia new Zealand England
Identity Attack0.027011903
Insult0.014504919
Profanity0.024541125
Threat0.012026439
Severe Toxicity0.003528595
Low Tox 0.055768944 Low Con 0.282
Dec 31, 2025 2 likes Why Canadians Are Turning Against …
It’s the same in Australia. The Chinese own a store but pays very low pay to Chinese employees only
It’s the same in Australia. The Chinese own a store but pays very low pay to Chinese employees only
Identity Attack0.055218685
Insult0.0154929245
Profanity0.013644327
Threat0.0064144502
Severe Toxicity0.0013828278
Low Tox 0.055274166 Moderate Con 0.365
Jan 13, 2026 1 likes Why Canadians Are Turning Against …
bro thats is australia
bro thats is australia
Identity Attack0.026408968
Insult0.015340924
Profanity0.026317406
Threat0.008738215
Severe Toxicity0.002937317
Low Tox 0.050326355 Moderate Con 0.386
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s happened here in beautiful Australia as well unfortunately. They’ve come over in the hundreds of thousands. Bought up all the local businesses and houses.
It’s happened here in beautiful Australia as well unfortunately. They’ve come over in the hundreds of thousands. Bought up all the local businesses and houses.
Identity Attack0.020681098
Insult0.017872108
Profanity0.012551232
Threat0.007793174
Severe Toxicity0.0019359589
Low Tox 0.050078966 Constructive 0.541 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Can you come and do this in Sydney Australia next?
Can you come and do this in Sydney Australia next?
Identity Attack0.012061302
Insult0.011920903
Profanity0.024951037
Threat0.014566151
Severe Toxicity0.004043579
Low Tox 0.049089402 Moderate Con 0.428 Call_To_Action
Feb 25, 2026 101 likes Inside Canada's Indian Invasion...
You should come to Australia and check what is happening here
You should come to Australia and check what is happening here
Identity Attack0.020580608
Insult0.012984909
Profanity0.019143965
Threat0.010032792
Severe Toxicity0.0024032593
Low Tox 0.048594624 Low Con 0.29 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
do australia next
do australia next
Identity Attack0.020781586
Insult0.013592913
Profanity0.019485557
Threat0.0116639575
Severe Toxicity0.0031852722
Low Tox 0.04785245 Moderate Con 0.366 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey looks just like Australia!
Hey looks just like Australia!
Identity Attack0.028016793
Insult0.014732921
Profanity0.017026093
Threat0.007935578
Severe Toxicity0.0025749207
Low Tox 0.044883765 Moderate Con 0.376 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I thought they all moved to Australia 🦘
I thought they all moved to Australia 🦘
Identity Attack0.022992345
Insult0.015796926
Profanity0.020510335
Threat0.007857903
Severe Toxicity0.0022220612
Low Tox 0.044636376 Moderate Con 0.358 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Happening in Australia and soon to EU
Happening in Australia and soon to EU
Identity Attack0.016862517
Insult0.012148905
Profanity0.022013342
Threat0.013476364
Severe Toxicity0.0031661987
Low Tox 0.044388983 Low Con 0.184 Comparative_Framing
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canada has a huge problem with its policy on skilled programs. Any other developed country including Australia honour the preceding policy if the applicant arrived in the country before the program is closed or the …
Canada has a huge problem with its policy on skilled programs. Any other developed country including Australia honour the preceding policy if the applicant arrived in the country before the program is closed or the policy is reversed. Canada does not. This is not just unethical but has a very negative impact on future immigration when levels do subside where our economy needs more immigrants.
Identity Attack0.019274252
Insult0.019741343
Profanity0.010450439
Threat0.0061166976
Severe Toxicity0.0010681152
Low Tox 0.043646812 Constructive 0.586 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
India: 1.4 billion people Combined population of USA, UK, Australia, Canada and NZ: 500 million That means you could double the populations of the Anglosphere countries with Indians and still have close to another billion …
India: 1.4 billion people Combined population of USA, UK, Australia, Canada and NZ: 500 million That means you could double the populations of the Anglosphere countries with Indians and still have close to another billion Indians. Or stated another way, you could quadruple the populations of the Anglophone countries with Indians
Identity Attack0.038683333
Insult0.011882903
Profanity0.013678487
Threat0.0072882893
Severe Toxicity0.0016212463
Low Tox 0.04290464 Moderate Con 0.318 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
This is also happening with australia, it's becoming a problem.
This is also happening with australia, it's becoming a problem.
Identity Attack0.02128403
Insult0.012642908
Profanity0.013610168
Threat0.008103873
Severe Toxicity0.0014972687
Low Tox 0.040430736 Moderate Con 0.385 Comparative_Framing
Jan 27, 2026 1 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.