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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
Active: "I see them and I …" 1,182 comments · Page 44 of 48
You tuber William Mount recently quoted Asian economic migrants from Indochina as getting 4500 while a retired police captain sees 1800 on a good day. Qui veritas?
You tuber William Mount recently quoted Asian economic migrants from Indochina as getting 4500 while a retired police captain sees 1800 on a good day. Qui veritas?
Identity Attack0.015455672
Insult0.012490907
Profanity0.011663092
Threat0.006738094
Severe Toxicity0.0010204315
Low Tox 0.031449065 Constructive 0.611
Oct 4, 2018 How much do refugees and …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the …
The birth rate is low b/c the rich have too much money and the workers have too little. Tax the rich, tax them HARD and incr workers watges and you will see people have the number of babies that they want. In fact, reward them for having babies, make it cost free like it was in the USSR..... If Canada (or the US) offered free housing, free childcare, and guaranteed jobs (the USSR model), the "labor shortage" and "birth rate crisis" would vanish in 9 months.
Identity Attack0.008361516
Insult0.014504919
Profanity0.010979908
Threat0.0072753434
Severe Toxicity0.0011491776
Low Tox 0.031331215 Constructive 0.53 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
I had a 10 month wait before I could even get an appointment with a specialist for a WCB claim injury. Then my WCB case handler rejected my claim arbitrarily. I finally got my specialist …
I had a 10 month wait before I could even get an appointment with a specialist for a WCB claim injury. Then my WCB case handler rejected my claim arbitrarily. I finally got my specialist to see me decided that I needed an MRI and I finally have a surgery for a torn medial meniscus. When I finally get the surgery I will have been off of work for a year with no compensation or treatment! A symptom of an overwhelmed population boom!
Identity Attack0.003089321
Insult0.015340924
Profanity0.011646013
Threat0.0070164283
Severe Toxicity0.0011062622
Low Tox 0.031213367 Constructive 0.672 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Nice to see Michelle finally being somewhat conservative lately; not sure it'll last.
Nice to see Michelle finally being somewhat conservative lately; not sure it'll last.
Identity Attack0.005253696
Insult0.015568925
Profanity0.011475217
Threat0.006641001
Severe Toxicity0.00088214874
Low Tox 0.03109552 Moderate Con 0.319
Oct 1, 2025 IRCC Names India in Study …
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people …
Will the right people actually step up and do the job? Because right now, all we see are endless debates with zero real solutions. When will Canadians finally realize that these so-called leaders or people in these positions can’t (or won’t) do their jobs properly? They need more pressure, more accountability and if they still can’t deliver, then they should be replaced by Canadians who will get the job done.
Identity Attack0.013948337
Insult0.014390918
Profanity0.009733095
Threat0.006925808
Severe Toxicity0.0009441376
Low Tox 0.03109552 Moderate Con 0.396
Oct 1, 2025 1 likes IRCC Names India in Study …
Forgive me. Seeing the title, I couldn't help laughing out loud.
Forgive me. Seeing the title, I couldn't help laughing out loud.
Identity Attack0.0026638457
Insult0.013630914
Profanity0.014532468
Threat0.0069387536
Severe Toxicity0.001001358
Low Tox 0.030977672 Moderate Con 0.458 Humor_Satire
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like pilot, surgeon, long shoreman. Are really hard to get. Its no wonder crime is up. If the government doesnt address the price of homes or help make it easier to become a Surgeon so that we can be able to own a home. Crime will continue to tick upwards pretty sure. 70s home in Vancouver 4 bedroom is 1.9 million unrenovated old carpet old fixtures etc on a tight lot can easily see into neighbors house since its so close.
Identity Attack0.0034962974
Insult0.017227544
Profanity0.012038844
Threat0.0071588317
Severe Toxicity0.0009965897
Low Tox 0.030506283 Constructive 0.654 Economic_Argument
Feb 25, 2026 Canadian immigration officers investigating hundreds …
Can I see the video and proofs 😅
Can I see the video and proofs 😅
Identity Attack0.005512681
Insult0.009868891
Profanity0.021056883
Threat0.0101363575
Severe Toxicity0.0024795532
Low Tox 0.030270588 Moderate Con 0.324 Question
Dec 24, 2025 1 likes Deportations From Canada at Their …
I'd like to see a video explaining how refugees give back more than they gain in the beginning, as you claimed at the end?
I'd like to see a video explaining how refugees give back more than they gain in the beginning, as you claimed at the end?
Identity Attack0.01465176
Insult0.010666896
Profanity0.011406898
Threat0.0067963502
Severe Toxicity0.0009441376
Low Tox 0.029445656 Moderate Con 0.48
Dec 24, 2018 63 likes How much do refugees and …
*do Canadians finally see why US has 2nd amendment. Instead of having anti self defense laws*
*do Canadians finally see why US has 2nd amendment. Instead of having anti self defense laws*
Identity Attack0.015053716
Insult0.012300906
Profanity0.010723713
Threat0.0068028234
Severe Toxicity0.0010967255
Low Tox 0.029327808 Low Con 0.203 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less …
I'm sorry, but if an individual is making <$57,000/yr they are NOT middle class; particularly with the current cost of living crisis in Canada. That income level is where middle class begins, so anything less than the $57k/yr is considered lower class. So, again, another indicator that the Canadian government doesn't actually care about the middle class and is fine seeing it dwindle further.
Identity Attack0.008065533
Insult0.015568925
Profanity0.011116544
Threat0.00598724
Severe Toxicity0.00076293945
Low Tox 0.02873857 Constructive 0.641
Jan 3, 2026 5 likes New rules, regulations take effect …
I don’t see the problem let them practise their culture and language they pay taxes and stuff and at least put some effort in learning ur stuff
I don’t see the problem let them practise their culture and language they pay taxes and stuff and at least put some effort in learning ur stuff
Identity Attack0.00847251
Insult0.01306091
Profanity0.011560614
Threat0.0063950317
Severe Toxicity0.000872612
Low Tox 0.02873857 Moderate Con 0.365 Solidarity
Oct 11, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Tariffs incoming to Canada after seeing loose regulations 😅
Tariffs incoming to Canada after seeing loose regulations 😅
Identity Attack0.0064006294
Insult0.01465692
Profanity0.011219022
Threat0.0060713873
Severe Toxicity0.0007581711
Low Tox 0.02873857 Low Con 0.276 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I’ve lived in Brampton my whole life basically, if I were to show you my old class photos you can literally see the demographics changing year over year
I’ve lived in Brampton my whole life basically, if I were to show you my old class photos you can literally see the demographics changing year over year
Identity Attack0.008250522
Insult0.012034904
Profanity0.017572641
Threat0.007573096
Severe Toxicity0.0014591217
Low Tox 0.02826718 Moderate Con 0.462 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I’ve recently left Canada and noticed lots of FB ads inviting foreigners to engage a screening process to see if they qualify for residency in Canada.
I’ve recently left Canada and noticed lots of FB ads inviting foreigners to engage a screening process to see if they qualify for residency in Canada.
Identity Attack0.019676208
Insult0.010552894
Profanity0.010262563
Threat0.006317357
Severe Toxicity0.0009822845
Low Tox 0.028149333 Moderate Con 0.498 Personal_Narrative
Nov 21, 2025 19 likes Thousands of refugees allowed into …
Doug Ford is gonna re-think his anti-bike policies after seeing this.
Doug Ford is gonna re-think his anti-bike policies after seeing this.
Identity Attack0.0023863618
Insult0.014048916
Profanity0.010194245
Threat0.007327127
Severe Toxicity0.0007915497
Low Tox 0.028031485 Low Con 0.218 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I will believe it when I see it! I am not seeing it!
I will believe it when I see it! I am not seeing it!
Identity Attack0.0040512653
Insult0.010628895
Profanity0.016616182
Threat0.008246276
Severe Toxicity0.0013160706
Low Tox 0.02779579 Low Con 0.259
Dec 28, 2025 Deportations From Canada at Their …
Hinduism is such a beautiful religion! I love seeing new Hindu Temples open! I bought a Ganesha Statue, and am researching more of the religion.
Hinduism is such a beautiful religion! I love seeing new Hindu Temples open! I bought a Ganesha Statue, and am researching more of the religion.
Identity Attack0.020882076
Insult0.009165886
Profanity0.017026093
Threat0.008531082
Severe Toxicity0.0020980835
Low Tox 0.027677942 Constructive 0.598
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
If any employer sees the candidate has a diploma from one of these smaller or fly by night colleges they should scrap that resume. The students never earned that diploma.
If any employer sees the candidate has a diploma from one of these smaller or fly by night colleges they should scrap that resume. The students never earned that diploma.
Identity Attack0.0027193425
Insult0.012984909
Profanity0.011423977
Threat0.0068028234
Severe Toxicity0.0006246567
Low Tox 0.027560094 Low Con 0.244 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, …
what international talent canada wants ? its just want international money. I am skilled multi device technician (NOC 22311) and have 3 years on canadian experience. repaired over 3000 devices for air canada, canada post, bank of montreal, various schools, hospital and colleges. I see no chance to get PR and extend my expiring visa. Government just keep inviting the French speakers.
Identity Attack0.013244915
Insult0.01306091
Profanity0.009869732
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.027560094 Constructive 0.583 Personal_Narrative
Jan 20, 2026 1 likes Why Canada’s immigration system has …
seeing this after the New Zealand protest is perfect timing
seeing this after the New Zealand protest is perfect timing
Identity Attack0.007843546
Insult0.009355888
Profanity0.014225035
Threat0.010162249
Severe Toxicity0.0016593933
Low Tox 0.027442247 Moderate Con 0.354 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
this is a 180 from the past 5 years, however, it is a false promise. once the immigration cuts are out of recent memory of the voter base, restaurants begin to need customers (11,000 shuttered …
this is a 180 from the past 5 years, however, it is a false promise. once the immigration cuts are out of recent memory of the voter base, restaurants begin to need customers (11,000 shuttered in 2 years), colleges get surplus nostalgia, and landlords demand their inflated rental income (see economic rent), the government will ramp the numbers up again.
Identity Attack0.0062526376
Insult0.01309891
Profanity0.010604155
Threat0.0065827454
Severe Toxicity0.00081062317
Low Tox 0.026970858 Constructive 0.518 Policy_Critique
Jan 19, 2026 1 likes Why Canada’s immigration system has …
See u in Lakewood
See u in Lakewood
Identity Attack0.0032743104
Insult0.011312899
Profanity0.015967157
Threat0.008919456
Severe Toxicity0.0017738342
Low Tox 0.026263772 Moderate Con 0.41 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I don’t believe anything that they are saying. And nobody should, until the visible evidence is proven, then when we all see in person day to day. The day that we can go through the …
I don’t believe anything that they are saying. And nobody should, until the visible evidence is proven, then when we all see in person day to day. The day that we can go through the process of ordering a coffee without having to have a translator, would be a good day.
Identity Attack0.0035702933
Insult0.0116169015
Profanity0.012175481
Threat0.0070034824
Severe Toxicity0.00084400177
Low Tox 0.026263772 Moderate Con 0.468 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
Hi Tyler, I love your videos, can you do some investigation on ICE, I would love to see your video on it!
Hi Tyler, I love your videos, can you do some investigation on ICE, I would love to see your video on it!
Identity Attack0.007547563
Insult0.010476895
Profanity0.020373698
Threat0.010628296
Severe Toxicity0.002412796
Low Tox 0.025792383 Moderate Con 0.495 Call_To_Action
Feb 9, 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.