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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: "How did we get to …" 2,660 comments · Page 98 of 107
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 …
How did they even get an admission?
How did they even get an admission?
Identity Attack0.0023123662
Insult0.013630914
Profanity0.01354185
Threat0.0069646453
Severe Toxicity0.0010299683
Low Tox 0.03192045 Low Con 0.264
Sep 30, 2025 IRCC Names India in Study …
there was i time in canada that foreign workers were brought in seasonally for farm labour. but to get status you needed to be a skilled worker. then we got tim hortons :/
there was i time in canada that foreign workers were brought in seasonally for farm labour. but to get status you needed to be a skilled worker. then we got tim hortons :/
Identity Attack0.011469335
Insult0.016632931
Profanity0.0103821205
Threat0.0060778605
Severe Toxicity0.0008535385
Low Tox 0.031684756 Moderate Con 0.498
Jan 8, 2026 New rules, regulations take effect …
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 …
they took all the jobs here in canada bro especially ontario toronto (GTA) area im almost 18 and i still cant find a flipping job because they get payed like 4$/hour on some job like …
they took all the jobs here in canada bro especially ontario toronto (GTA) area im almost 18 and i still cant find a flipping job because they get payed like 4$/hour on some job like cashier thats y if u go tim hortons there all there fam
Identity Attack0.006511623
Insult0.015340924
Profanity0.012926984
Threat0.0062008454
Severe Toxicity0.001001358
Low Tox 0.031449065 Constructive 0.506 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Now i get why the houses in Brampton are so cheap
Now i get why the houses in Brampton are so cheap
Identity Attack0.006955597
Insult0.0142009165
Profanity0.012277958
Threat0.0060778605
Severe Toxicity0.0009250641
Low Tox 0.031449065 Moderate Con 0.332 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I wish I got 50k to set up my household. I guess I'm going to have to get some bronzer and say I'm stateless.
I wish I got 50k to set up my household. I guess I'm going to have to get some bronzer and say I'm stateless.
Identity Attack0.0042917514
Insult0.011996903
Profanity0.0166845
Threat0.008815889
Severe Toxicity0.0013637543
Low Tox 0.031449065 Constructive 0.511
Jan 22, 2019 11 likes How much do refugees and …
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased …
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased the number of permanent residency spots to convert temporary residents, but the increase is not proportionate. 2) The reason why we had an increase in temporary residents was because corporations (like Tim Horton's) lobbied the government to let in more temporary workers whom they can underpay and exploit, as the employees don't have as many rights. So now it is not surprising that they are lobbying against the changes.
Identity Attack0.0042917514
Insult0.018516673
Profanity0.01220964
Threat0.0063238298
Severe Toxicity0.0010061264
Low Tox 0.031213367 Constructive 0.778 Policy_Critique
Feb 11, 2026 1 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 …
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 …
Why sneak into the US when you can just get a F1 Visa here? That’s how universities make their money here.
Why sneak into the US when you can just get a F1 Visa here? That’s how universities make their money here.
Identity Attack0.009027477
Insult0.012490907
Profanity0.012346277
Threat0.0064597605
Severe Toxicity0.00092983246
Low Tox 0.03109552 Low Con 0.166 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster …
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster this has impacted the majority of canadiens in a negative regard.
Identity Attack0.009693438
Insult0.014732921
Profanity0.009357343
Threat0.006576272
Severe Toxicity0.00084400177
Low Tox 0.030977672 Constructive 0.631 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
I just want to say thank you to the person who prepare this video.pass my exam today i got 19/20 i watch it two time and get good result .❤
I just want to say thank you to the person who prepare this video.pass my exam today i got 19/20 i watch it two time and get good result .❤
Identity Attack0.007288578
Insult0.0107048955
Profanity0.022354934
Threat0.010395273
Severe Toxicity0.0028038025
Low Tox 0.030741978 Constructive 0.585 Personal_Narrative
May 29, 2025 15 likes Canadian Citizenship Test 2025 – …
Is this a travelogue video? I don't get the direction. maybe an editing issue?
Is this a travelogue video? I don't get the direction. maybe an editing issue?
Identity Attack0.005253696
Insult0.011692902
Profanity0.01887069
Threat0.008893564
Severe Toxicity0.0015068054
Low Tox 0.030741978 Low Con 0.278
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its getting like this in Australia as well !!!
Its getting like this in Australia as well !!!
Identity Attack0.013043936
Insult0.010970897
Profanity0.015283971
Threat0.008013252
Severe Toxicity0.0017356873
Low Tox 0.030741978 Moderate Con 0.36 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh Great, now they will all move to other Provinces to get to stay in Canada,
Oh Great, now they will all move to other Provinces to get to stay in Canada,
Identity Attack0.013847848
Insult0.012946909
Profanity0.010518758
Threat0.006530962
Severe Toxicity0.0012493134
Low Tox 0.030506283 Low Con 0.238
Nov 25, 2025 1 likes Quebec Ends Economic Immigration Program …
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 …
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Driving licence 15$ in India get for half hour all support by Canada goverment,free Aparment,paid Bills and money!! Canada resident must hard work and pay tax for that!!
Identity Attack0.013043936
Insult0.013364912
Profanity0.010160086
Threat0.0063950317
Severe Toxicity0.0011730194
Low Tox 0.030270588 Moderate Con 0.456 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't get me wrong, I like curry, but now that we have the recipe
Don't get me wrong, I like curry, but now that we have the recipe
Identity Attack0.0058456613
Insult0.011198899
Profanity0.020442016
Threat0.008712323
Severe Toxicity0.0021839142
Low Tox 0.03015274 Constructive 0.542 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
And politicians get $5000-$10000 annual raises!
And politicians get $5000-$10000 annual raises!
Identity Attack0.0046987277
Insult0.017227544
Profanity0.010279642
Threat0.006084333
Severe Toxicity0.0007915497
Low Tox 0.029917045 Low Con 0.167 Policy_Critique
Jan 11, 2026 124 likes Canada’s new rules in 2026
I didn’t get a single question please read the book thoroughly
I didn’t get a single question please read the book thoroughly
Identity Attack0.0024788564
Insult0.012414906
Profanity0.013610168
Threat0.007081157
Severe Toxicity0.0010156631
Low Tox 0.02968135 Moderate Con 0.405 Question
Jun 3, 2025 Canadian Citizenship Test 2025 – …
This is a World Economic Forum project. Vote conservative and get our country back.
This is a World Economic Forum project. Vote conservative and get our country back.
Identity Attack0.0057346676
Insult0.012642908
Profanity0.011014067
Threat0.007598988
Severe Toxicity0.0011110306
Low Tox 0.029563503 Low Con 0.214 Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
How about cuts in temporary foreign workers? How about making sure the 3.5 million on temporary visas are getting out?
How about cuts in temporary foreign workers? How about making sure the 3.5 million on temporary visas are getting out?
Identity Attack0.016762028
Insult0.010400894
Profanity0.010518758
Threat0.0076119336
Severe Toxicity0.0010871887
Low Tox 0.029563503 Moderate Con 0.331 Policy_Critique
Jan 15, 2026 Canada’s new rules in 2026
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...
Hilarious it even gets this far, who’s watching the passports?
Hilarious it even gets this far, who’s watching the passports?
Identity Attack0.0032003147
Insult0.015036922
Profanity0.011970525
Threat0.0066668927
Severe Toxicity0.001001358
Low Tox 0.029327808 Low Con 0.168 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.