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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: "This is same thing the …" 894 comments · Page 34 of 36
Bro you could’ve just came to Iowa and done the same thing 😭
Bro you could’ve just came to Iowa and done the same thing 😭
Identity Attack0.0038107792
Insult0.010818896
Profanity0.014395831
Threat0.008077981
Severe Toxicity0.0014305115
Low Tox 0.024613906 Moderate Con 0.323
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Jobs are gone Affordable housing is gone resources disappeared one thing only left cold weather ☁️ I sent nearly 600 resumes no response 🙇😞
Jobs are gone Affordable housing is gone resources disappeared one thing only left cold weather ☁️ I sent nearly 600 resumes no response 🙇😞
Identity Attack0.0020626306
Insult0.012984909
Profanity0.010689554
Threat0.0065244893
Severe Toxicity0.0010442734
Low Tox 0.024142517 Moderate Con 0.472 Personal_Narrative
Feb 11, 2026 Canada's tighter immigration policy divides …
Tyler, I really appreciate everything you do and have done to shed light on some of these things for everyone. But man, I worry you're gonna end up seriously injured, or worse. I fear for …
Tyler, I really appreciate everything you do and have done to shed light on some of these things for everyone. But man, I worry you're gonna end up seriously injured, or worse. I fear for your safety. I honestly wish you wouldn't do some of these undercover operations. It's not worth it! However, God bless you and please be safe.
Identity Attack0.0014984132
Insult0.010818896
Profanity0.011184863
Threat0.009437286
Severe Toxicity0.0010490417
Low Tox 0.024142517 Constructive 0.75 Solidarity
Mar 1, 2026 Inside Canada's Indian Invasion...
Same thing is happening to the whole of Australia, something needs to change before it’s too late
Same thing is happening to the whole of Australia, something needs to change before it’s too late
Identity Attack0.00847251
Insult0.0096028885
Profanity0.012346277
Threat0.008789998
Severe Toxicity0.0012493134
Low Tox 0.023906821 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I have so much to say, but the first thing that comes to mind is ‘wow, a CBC video where they didn’t block the comments section’
I have so much to say, but the first thing that comes to mind is ‘wow, a CBC video where they didn’t block the comments section’
Identity Attack0.0036997858
Insult0.010894896
Profanity0.013302735
Threat0.007262398
Severe Toxicity0.0010967255
Low Tox 0.023671126 Moderate Con 0.39
Nov 14, 2018 How much do refugees and …
Same thing is happening in Australia
Same thing is happening in Australia
Identity Attack0.011691323
Insult0.008595883
Profanity0.014805742
Threat0.008039144
Severe Toxicity0.0013446808
Low Tox 0.023671126 Moderate Con 0.334
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
The same thing is happening in the UK, Australia and New Zealand!!!
The same thing is happening in the UK, Australia and New Zealand!!!
Identity Attack0.009619443
Insult0.008728883
Profanity0.011936366
Threat0.0073918556
Severe Toxicity0.0012207031
Low Tox 0.02343543 Low Con 0.298 Comparative_Framing
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Our own government allowed and aided and abetted this thing.
Our own government allowed and aided and abetted this thing.
Identity Attack0.0040512653
Insult0.0114649
Profanity0.012073003
Threat0.0070034824
Severe Toxicity0.0010204315
Low Tox 0.02308189 Low Con 0.133 Policy_Critique
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Changes to immigration are welcome. In Quebec things are far more complicated as integration and language come into play. Most immigrants struggle to build a life in Canada due to expensive housing (renting or ownership). …
Changes to immigration are welcome. In Quebec things are far more complicated as integration and language come into play. Most immigrants struggle to build a life in Canada due to expensive housing (renting or ownership). Canada was also accepting too many professional immigrants (engineering, business, consulting, IT, accounting) when we desperately need trades, construction workers and mechanics. The reduction in immigration and foreign students to sustainable levels is long overdue.
Identity Attack0.012842959
Insult0.010096892
Profanity0.00904991
Threat0.0060778605
Severe Toxicity0.0007867813
Low Tox 0.022846194 Constructive 0.721 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
I can get custard and chips for for 6.00 chips are more expensive now which isnt such a bad thing if you want a healthier population. Am still loyal to my canada 🇨🇦
I can get custard and chips for for 6.00 chips are more expensive now which isnt such a bad thing if you want a healthier population. Am still loyal to my canada 🇨🇦
Identity Attack0.005512681
Insult0.011236899
Profanity0.0118338885
Threat0.006543908
Severe Toxicity0.0010108948
Low Tox 0.022846194 Constructive 0.654 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Same thing is happening here in Australia, and New Zealand. Which are both constitutional monarchies just as Canada is.. It's no "coincidence"
Same thing is happening here in Australia, and New Zealand. Which are both constitutional monarchies just as Canada is.. It's no "coincidence"
Identity Attack0.00899048
Insult0.0115029
Profanity0.010501678
Threat0.006097279
Severe Toxicity0.0007581711
Low Tox 0.022374803 Moderate Con 0.478
Jan 27, 2026 Inside Canada's Indian Invasion...
Look at what British business and elites have done to England. Canadian business and elites want to do the same thing.
Look at what British business and elites have done to England. Canadian business and elites want to do the same thing.
Identity Attack0.009286462
Insult0.011122898
Profanity0.009818493
Threat0.0065050707
Severe Toxicity0.000834465
Low Tox 0.022374803 Low Con 0.203 Comparative_Framing
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
visit hicksville ny ifs like the same thing
visit hicksville ny ifs like the same thing
Identity Attack0.0057346676
Insult0.010020891
Profanity0.016069634
Threat0.00866054
Severe Toxicity0.0013065338
Low Tox 0.022021262 Moderate Con 0.304 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
EU trade deal announced today. The same thing will happen to Germany very soon.
EU trade deal announced today. The same thing will happen to Germany very soon.
Identity Attack0.008435511
Insult0.008709883
Profanity0.012312118
Threat0.008155655
Severe Toxicity0.0010967255
Low Tox 0.021903414 Low Con 0.141 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Of course the propaganda network did not mention any thing about free houses free rent a charge card they can buy anything without paying
Of course the propaganda network did not mention any thing about free houses free rent a charge card they can buy anything without paying
Identity Attack0.0021273769
Insult0.011046898
Profanity0.011936366
Threat0.006207318
Severe Toxicity0.00071048737
Low Tox 0.02072494 Low Con 0.156
Dec 17, 2019 How much do refugees and …
It's happening here in the Maritimes too, but that's not a bad thing IMO. Cultural diversity is a strength. If anything we should be focused on the more important things like why it costs $2000 …
It's happening here in the Maritimes too, but that's not a bad thing IMO. Cultural diversity is a strength. If anything we should be focused on the more important things like why it costs $2000 a month for a non-trap house apartment, and why are eggs four times the price they were 5 years ago.
Identity Attack0.0049577127
Insult0.009944891
Profanity0.013439372
Threat0.0064985976
Severe Toxicity0.00091552734
Low Tox 0.02048268 Constructive 0.756 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
I studied 4 times, and passed my exam yesterday with 20 out of 20. Good thing was I had 45minutes to complete to test, but when I completed remaining time was 37minutes. I finished in …
I studied 4 times, and passed my exam yesterday with 20 out of 20. Good thing was I had 45minutes to complete to test, but when I completed remaining time was 37minutes. I finished in 8minutes. Thanks a lot. Exam is not rocket science do not worry 😊😊
Identity Attack0.0034592997
Insult0.008633883
Profanity0.015283971
Threat0.007961469
Severe Toxicity0.0013542175
Low Tox 0.019728716 Constructive 0.675 Personal_Narrative
Nov 13, 2025 1 likes Canadian Citizenship Test 2025 – …
Being a citizen of Canada and 'Canadian' are two very different things.
Being a citizen of Canada and 'Canadian' are two very different things.
Identity Attack0.012139536
Insult0.009051885
Profanity0.010125926
Threat0.005877201
Severe Toxicity0.00079631805
Low Tox 0.019351736 Moderate Con 0.384 Identity_Assertion
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s a good thing they legally don’t need to wear a motorcycle helmet. Since they are such great drivers and wear a helmet full time. 😅
It’s a good thing they legally don’t need to wear a motorcycle helmet. Since they are such great drivers and wear a helmet full time. 😅
Identity Attack0.0025713511
Insult0.009944891
Profanity0.012858666
Threat0.0071070488
Severe Toxicity0.001001358
Low Tox 0.019100413 Low Con 0.269
Jan 27, 2026 Inside Canada's Indian Invasion...
same thing in Australia
same thing in Australia
Identity Attack0.010507392
Insult0.008348881
Profanity0.015728042
Threat0.007624879
Severe Toxicity0.0012302399
Low Tox 0.018974753 Moderate Con 0.361 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The very first thing she said was untrue ,family members have never been forced to repay ANY assistance given although in theory they are supposed to.
The very first thing she said was untrue ,family members have never been forced to repay ANY assistance given although in theory they are supposed to.
Identity Attack0.0015631594
Insult0.011160898
Profanity0.010706633
Threat0.0059548756
Severe Toxicity0.0005698204
Low Tox 0.018849092 Constructive 0.579
Sep 10, 2018 10 likes How much do refugees and …
same thing in EU too
same thing in EU too
Identity Attack0.008916483
Insult0.008329881
Profanity0.016547862
Threat0.007624879
Severe Toxicity0.0013256073
Low Tox 0.01847211 Moderate Con 0.323 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Trump doing right thing at now
Trump doing right thing at now
Identity Attack0.0046987277
Insult0.009564889
Profanity0.014532468
Threat0.007547205
Severe Toxicity0.001335144
Low Tox 0.01847211 Low Con 0.259 Comparative_Framing
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise to end FPTP? Yeah I had a little hope for that, that could have saved Canada.
Identity Attack0.0027378413
Insult0.012186904
Profanity0.010433359
Threat0.0063108844
Severe Toxicity0.0006580353
Low Tox 0.01834645 Constructive 0.654 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …
Same thing is happening here in Australia.
Same thing is happening here in Australia.
Identity Attack0.009471451
Insult0.007930879
Profanity0.012107162
Threat0.0073918556
Severe Toxicity0.0010681152
Low Tox 0.01834645 Moderate Con 0.388 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)

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.