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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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Active: "Now if only we could …" 411 comments · Page 15 of 17
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
Identity Attack0.02048012
Insult0.01306091
Profanity0.0108774295
Threat0.006440342
Severe Toxicity0.001039505
Low Tox 0.040925518 Moderate Con 0.312 Unverified_Claim
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Even if they are LEGIT asylum seekers, why aren't they paying for medical care? The only thing I could rationalize covering would be acute life saving treatment, not long term care (like chemo).
Even if they are LEGIT asylum seekers, why aren't they paying for medical care? The only thing I could rationalize covering would be acute life saving treatment, not long term care (like chemo).
Identity Attack0.011839314
Insult0.013288911
Profanity0.0117997285
Threat0.0072235605
Severe Toxicity0.0013923645
Low Tox 0.040430736 Moderate Con 0.464 Policy_Critique
Feb 24, 2026 'We do know that there's …
Could you send this video into pdf
Could you send this video into pdf
Identity Attack0.007214582
Insult0.011084898
Profanity0.026590679
Threat0.012906751
Severe Toxicity0.0035858154
Low Tox 0.040183347 Moderate Con 0.335 Meta_Commentary
Jan 29, 2026 1 likes Canadian Citizenship Test 2025 – …
how could our government allow this to happen.....INTERGRATE or LEAVE
how could our government allow this to happen.....INTERGRATE or LEAVE
Identity Attack0.0039587705
Insult0.014580919
Profanity0.0113044195
Threat0.008738215
Severe Toxicity0.0015449524
Low Tox 0.03875561 Low Con 0.241 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Your full of it the walk across the border the get put through the system then given Money put up in hotels or that the government bought with our money they could be in that …
Your full of it the walk across the border the get put through the system then given Money put up in hotels or that the government bought with our money they could be in that hotel for up to 5 years before they get to them and more are coming
Identity Attack0.008916483
Insult0.017088935
Profanity0.012858666
Threat0.006861079
Severe Toxicity0.0012874603
Low Tox 0.038048524 Moderate Con 0.308
Mar 22, 2019 How much do refugees and …
Could you please go to Antarctica and see what's going on there?
Could you please go to Antarctica and see what's going on there?
Identity Attack0.00673361
Insult0.011768902
Profanity0.014532468
Threat0.008841781
Severe Toxicity0.0019550323
Low Tox 0.03734144 Low Con 0.289 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
Could Canada's liberal government finally be putting it's own people first?
Could Canada's liberal government finally be putting it's own people first?
Identity Attack0.014249804
Insult0.015644927
Profanity0.010467518
Threat0.0071847234
Severe Toxicity0.0012016296
Low Tox 0.036634352 Low Con 0.296 Policy_Critique
Jan 1, 2026 Deportations From Canada at Their …
5:10 i like this guy. Wish everyone could be this honest
5:10 i like this guy. Wish everyone could be this honest
Identity Attack0.009693438
Insult0.012984909
Profanity0.024951037
Threat0.010369381
Severe Toxicity0.0030326843
Low Tox 0.036162965 Moderate Con 0.405 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
A golden video that I was about to miss. The title could have been a little better
A golden video that I was about to miss. The title could have been a little better
Identity Attack0.0068076057
Insult0.012262905
Profanity0.022969801
Threat0.010032792
Severe Toxicity0.002746582
Low Tox 0.036162965 Moderate Con 0.402 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I think my comment could have been deleted so back at it again - great video per usual!
I think my comment could have been deleted so back at it again - great video per usual!
Identity Attack0.004236255
Insult0.012946909
Profanity0.018187506
Threat0.009618527
Severe Toxicity0.0021648407
Low Tox 0.034984488 Constructive 0.514 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Maybe the liberals could build some hotels there
Maybe the liberals could build some hotels there
Identity Attack0.013847848
Insult0.013440913
Profanity0.014669105
Threat0.007935578
Severe Toxicity0.0014972687
Low Tox 0.034748793 Low Con 0.184
Jan 5, 2026 Migrants cross into Canada near …
This feels 6-8 years too late, You could even argue it as far back as 2010. We should've never kept our numbers at such high of a % of our population, it should've always been …
This feels 6-8 years too late, You could even argue it as far back as 2010. We should've never kept our numbers at such high of a % of our population, it should've always been focused industries only such as agriculture. Instead our business model is basically : Cheap Labour via Worker Visas, Housing Market due to quick and massive population boost and Student Visas making them pay 3.5x more than regular students that encourages post-secondary schools to choose international over domestic which may also have long-term consequences as we see many immigrants go back to their home or take their degree to a higher paying nation.
Identity Attack0.003884775
Insult0.019419061
Profanity0.013576009
Threat0.00636914
Severe Toxicity0.0010824203
Low Tox 0.034748793 Constructive 0.527 Policy_Critique
Jan 19, 2026 9 likes Why Canada’s immigration system has …
bro i was in brampton waiting for my bus back to my city i could’ve visited you!
bro i was in brampton waiting for my bus back to my city i could’ve visited you!
Identity Attack0.005660672
Insult0.012870909
Profanity0.017162729
Threat0.009540852
Severe Toxicity0.0017642975
Low Tox 0.033334624 Constructive 0.519 Personal_Narrative
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek …
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek at where the amazing crew eat , sleep and socialize. Also learned how they hire and vet their staff, including all background and health checks before they can work for Royal Caribbean (Celebrity). Hey Mr PM, perhaps you could join this board and learn a thing or two on how to “onboard” people to safeguard all.
Identity Attack0.002626848
Insult0.02103047
Profanity0.0137468055
Threat0.0065244893
Severe Toxicity0.0010681152
Low Tox 0.032863233 Constructive 0.828 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
So I had to spend tens of thousands 💵, prove that I could speak BOTH languages and assimilate before arriving, then pray to have enough points. Now everyone and their grandparents can just skip the …
So I had to spend tens of thousands 💵, prove that I could speak BOTH languages and assimilate before arriving, then pray to have enough points. Now everyone and their grandparents can just skip the line.
Identity Attack0.0038292783
Insult0.013820915
Profanity0.011714331
Threat0.0065115434
Severe Toxicity0.00082969666
Low Tox 0.031684756 Moderate Con 0.345
Jun 18, 2025 13 likes How Canada broke its immigration …
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 …
I wish I could afford to leave.
I wish I could afford to leave.
Identity Attack0.0035147965
Insult0.009982891
Profanity0.015932998
Threat0.008893564
Severe Toxicity0.0014591217
Low Tox 0.030388435 Moderate Con 0.443 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada… how could you let this happen to the once beautiful land?
Canada… how could you let this happen to the once beautiful land?
Identity Attack0.011173353
Insult0.012376905
Profanity0.010023449
Threat0.006925808
Severe Toxicity0.0012397766
Low Tox 0.030388435 Moderate Con 0.352 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada also has a human trafficking issue and it just keeps getting worse. I think it would be so awesome if you could bring some light to this issue so that people start taking this …
Canada also has a human trafficking issue and it just keeps getting worse. I think it would be so awesome if you could bring some light to this issue so that people start taking this 15 times more seriously.
Identity Attack0.011321344
Insult0.013706914
Profanity0.010279642
Threat0.0065697995
Severe Toxicity0.0010490417
Low Tox 0.029327808 Constructive 0.658 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
How about hold politicians accountable for giving billions to Ukraine when all that money could have been accountable
How about hold politicians accountable for giving billions to Ukraine when all that money could have been accountable
Identity Attack0.007917541
Insult0.013554913
Profanity0.011458136
Threat0.006848133
Severe Toxicity0.0008773804
Low Tox 0.02920996 Low Con 0.179 Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so …
I'm from Quebec i know it's hard to do but could you send me the adress of the safehouse so we can fix this in Montreal city! I'll send this to the right people so they can go raid those places, big love from Quebec keep up the journalism
Identity Attack0.0061416444
Insult0.010780896
Profanity0.011167783
Threat0.010990778
Severe Toxicity0.0014400482
Low Tox 0.028974265 Constructive 0.736
Jan 27, 2026 Inside Canada's Indian Invasion...
trudeu brought them here, so they could vote for him and the liberals
trudeu brought them here, so they could vote for him and the liberals
Identity Attack0.008102531
Insult0.0151129225
Profanity0.010826191
Threat0.006589218
Severe Toxicity0.0009965897
Low Tox 0.02873857 Low Con 0.185
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
to be honest canada could not come up with population needed to sustain itself, you need a large population for this country to run.
to be honest canada could not come up with population needed to sustain itself, you need a large population for this country to run.
Identity Attack0.011839314
Insult0.012794908
Profanity0.010279642
Threat0.0067057298
Severe Toxicity0.0011396408
Low Tox 0.028385026 Low Con 0.168 Economic_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
brother ur in Brampton that's pretty awesome wish i could meet you buddy cheers!!
brother ur in Brampton that's pretty awesome wish i could meet you buddy cheers!!
Identity Attack0.0076215584
Insult0.0116169015
Profanity0.02030538
Threat0.009799767
Severe Toxicity0.00207901
Low Tox 0.027913637 Constructive 0.658 Solidarity
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.