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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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Active: "Melbourne Australia is the same. …" 13 comments
THE WHITE GUY SHOULD NOT SWEAT TOO MUCH ABT AFRICAN BLACKS.....IT'S ASIANS WHO ARE RE-COLONIZING HIS COUNTRY......JUST LIKE IN AUSTRALIA WHERE I AM, ASIANS AT LARGE ARE COMING TO AUSTRALIA EVERY YEAR IN BRUTE FORCE …
THE WHITE GUY SHOULD NOT SWEAT TOO MUCH ABT AFRICAN BLACKS.....IT'S ASIANS WHO ARE RE-COLONIZING HIS COUNTRY......JUST LIKE IN AUSTRALIA WHERE I AM, ASIANS AT LARGE ARE COMING TO AUSTRALIA EVERY YEAR IN BRUTE FORCE NUMBERS......THERE ARE SUBURBS IN MELBOURNE WHERE YOU SEE ONLY INDIANS !
Identity Attack0.6007182
Insult0.40189892
Profanity0.22105443
Threat0.03856628
Severe Toxicity0.16960317
Moderate 0.5559701 Moderate Con 0.453 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Australia is just as bad especially in Melbourne. We even have Indian lobby groups that are strongly influencing our immigration policy.
Australia is just as bad especially in Melbourne. We even have Indian lobby groups that are strongly influencing our immigration policy.
Identity Attack0.33352965
Insult0.16883044
Profanity0.049928714
Threat0.008116818
Severe Toxicity0.00869751
Moderate 0.31686464 Moderate Con 0.486
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to Australia Melbourne, it’s the same! We’ve even renamed a lake after some Hindu that no Australian knows.
Come to Australia Melbourne, it’s the same! We’ve even renamed a lake after some Hindu that no Australian knows.
Identity Attack0.25309357
Insult0.06599696
Profanity0.04742365
Threat0.009463178
Severe Toxicity0.006713867
Low Tox 0.21374844 Moderate Con 0.379 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The MF's are taking over Melbourne in Australia
The MF's are taking over Melbourne in Australia
Identity Attack0.045901958
Insult0.04969218
Profanity0.10023434
Threat0.011767523
Severe Toxicity0.0061416626
Low Tox 0.15435068 Low Con 0.192 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening over here. We have suburbs in our eastern side which have turned into pockets of Punjab and Haryana. We have been in the restaurant industry for 30 years now, these students are taking our cash in what is a ‘cashless economy’. We’ve had one particular instance where a former employee faked her marriage certificates in order to get her permanent residency, now she’s in trouble with the authorities and may face some years in jail. The problem is they like taking ‘shortcuts’ and then they get stuck and expect us as employers to save them. The systems put into place have been exhausted to the point where is it useless.
Identity Attack0.083355546
Insult0.06023245
Profanity0.04867618
Threat0.009825659
Severe Toxicity0.0048065186
Low Tox 0.13388206 Constructive 0.795 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Please come to Australia (Sydney or Melbourne) to shed light on the situation here. It may be even worse than Canada.
Please come to Australia (Sydney or Melbourne) to shed light on the situation here. It may be even worse than Canada.
Identity Attack0.068465814
Insult0.030154925
Profanity0.01174849
Threat0.008712323
Severe Toxicity0.0024414062
Low Tox 0.11057663 Constructive 0.536 Call_To_Action
Jan 27, 2026 34 likes Inside Canada's Indian Invasion...
Do a video on Melbourne Australia it’s like your last 5 videos in one place.
Do a video on Melbourne Australia it’s like your last 5 videos in one place.
Identity Attack0.01374736
Insult0.02193286
Profanity0.036401358
Threat0.016120117
Severe Toxicity0.00541687
Low Tox 0.103928015 Moderate Con 0.361 Call_To_Action
Feb 26, 2026 3 likes Inside Canada's Indian Invasion...
Come visit Australia (and particularly the big cities like Sydney, Melbourne & Brisbane) and you'll find exactly the same thing here. We are in the middle of a huge immigration wave initiated by the socialist …
Come visit Australia (and particularly the big cities like Sydney, Melbourne & Brisbane) and you'll find exactly the same thing here. We are in the middle of a huge immigration wave initiated by the socialist Labor government that is overwhelming infrastructure, housing supply & affordability and healthcare services. Driving standards have also decreased markedly and at the same time vehicle accident rates have risen exponentially, along with a steep and sustained increase in car insurance premiums in the time since this current immigration wave began after Covid due to increased accident rates and fraudulent insurance claims. Indians make up the second largest group of these new immigrants.
Identity Attack0.018771807
Insult0.028612386
Profanity0.01490822
Threat0.007249452
Severe Toxicity0.0020313263
Low Tox 0.06817148 Constructive 0.68
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Australia is nearly the same, especially in Melbourne.
Australia is nearly the same, especially in Melbourne.
Identity Attack0.021585498
Insult0.014808921
Profanity0.014259194
Threat0.007534259
Severe Toxicity0.0016403198
Low Tox 0.038048524 Moderate Con 0.394
Jan 27, 2026 Inside Canada's Indian Invasion...
Now visit Melbourne Australia
Now visit Melbourne Australia
Identity Attack0.008028535
Insult0.009469888
Profanity0.016821137
Threat0.009100696
Severe Toxicity0.0018310547
Low Tox 0.022846194 Moderate Con 0.324 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Melbourne Australia is like this now, not just Canada.
Melbourne Australia is like this now, not just Canada.
Identity Attack0.008398513
Insult0.008937885
Profanity0.011133623
Threat0.0064985976
Severe Toxicity0.0009202957
Low Tox 0.016587202 Moderate Con 0.396 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.