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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: "Good job 👏🏻" 161 comments · Page 6 of 7
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 …
That's right Ontario keep voting liberals .Good job. R u happy ?
That's right Ontario keep voting liberals .Good job. R u happy ?
Identity Attack0.00984143
Insult0.016784932
Profanity0.01041628
Threat0.006246155
Severe Toxicity0.0009918213
Low Tox 0.031331215 Moderate Con 0.401 Policy_Critique
Oct 5, 2025 Why Canadians Are Turning Against …
Good job Tyler keep expose them
Good job Tyler keep expose them
Identity Attack0.0032558115
Insult0.014428918
Profanity0.014225035
Threat0.009540852
Severe Toxicity0.0013446808
Low Tox 0.030506283 Moderate Con 0.391 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Good job Trudeau now you have to go find them.
Good job Trudeau now you have to go find them.
Identity Attack0.0020533812
Insult0.013174911
Profanity0.009869732
Threat0.010084574
Severe Toxicity0.0011348724
Low Tox 0.030034892 Low Con 0.211
Jan 17, 2026 2.9 million Canadian temporary visas …
to have more babies you need to give good job wage to your citizen ... If people cannot feed themself, buy a home /retire, they won't have kids
to have more babies you need to give good job wage to your citizen ... If people cannot feed themself, buy a home /retire, they won't have kids
Identity Attack0.003385304
Insult0.011122898
Profanity0.010604155
Threat0.0069516995
Severe Toxicity0.0008916855
Low Tox 0.025203144 Moderate Con 0.345
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
good job Canadian first
good job Canadian first
Identity Attack0.012943448
Insult0.010742896
Profanity0.010672474
Threat0.0067445673
Severe Toxicity0.0014209747
Low Tox 0.025203144 Moderate Con 0.377
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Identity Attack0.0049577127
Insult0.014884921
Profanity0.010228404
Threat0.0058157085
Severe Toxicity0.0006532669
Low Tox 0.024731753 Constructive 0.626 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new …
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new environment. What I do not fully agree with is when you complain about the social benefits given by the government to newcomers. It is not free money; we will pay it back later in taxes. We cannot build life projects depending on these benefits. Ask each newcomer if they are satisfied with these benefits rather than a good job. We want to contribute to the economy of this beautiful country. For example, I came to Canada with specific goals, including starting an IT company, which was difficult to achieve at home due to lack of opportunities. So, don't blame immigrants too much; in my opinion, responsibilities should be shared among all of us, including the government.
Identity Attack0.006696612
Insult0.013896915
Profanity0.011816809
Threat0.0062526283
Severe Toxicity0.0008869171
Low Tox 0.024260364 Constructive 0.915 Personal_Narrative
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
Nice to see you promote gambling websites! Good job.
Nice to see you promote gambling websites! Good job.
Identity Attack0.003385304
Insult0.010362893
Profanity0.014771583
Threat0.0076637166
Severe Toxicity0.0013637543
Low Tox 0.02249265 Low Con 0.276 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our first cars and our deposits for our first homes. Thanks Liberal government.
Identity Attack0.005771666
Insult0.013288911
Profanity0.00995513
Threat0.0062137907
Severe Toxicity0.0008249283
Low Tox 0.022374803 Constructive 0.593
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
Canada had their chance last election to vote republican but were so focused on Trump that they chose to elect again more Liberals. Good job canada
Canada had their chance last election to vote republican but were so focused on Trump that they chose to elect again more Liberals. Good job canada
Identity Attack0.0068446035
Insult0.012300906
Profanity0.009519599
Threat0.0063626673
Severe Toxicity0.00074863434
Low Tox 0.02072494 Moderate Con 0.344
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Good step by government Canadians first great news for Canadian kids having hard time to find jobs
Identity Attack0.008324518
Insult0.010552894
Profanity0.009459821
Threat0.006317357
Severe Toxicity0.0008392334
Low Tox 0.02072494 Moderate Con 0.464 Economic_Argument
Jan 11, 2026 Deportations From Canada at Their …
Agree with you. Good job. We voted Libs again
Agree with you. Good job. We voted Libs again
Identity Attack0.005771666
Insult0.00983089
Profanity0.011970525
Threat0.006815769
Severe Toxicity0.0010442734
Low Tox 0.017341165 Constructive 0.51 Solidarity
Aug 26, 2025 Why Canadians Are Turning Against …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this situation.
Identity Attack0.0044767405
Insult0.009868891
Profanity0.009408582
Threat0.006712203
Severe Toxicity0.00067710876
Low Tox 0.016964182 Constructive 0.512
Oct 12, 2025 IRCC Names India in Study …
This is the most sensible conservation I've heard Jason Kenny be a part of in some time. Good job sir.
This is the most sensible conservation I've heard Jason Kenny be a part of in some time. Good job sir.
Identity Attack0.0021366263
Insult0.010058892
Profanity0.010535837
Threat0.0065050707
Severe Toxicity0.0006341934
Low Tox 0.015393426 Constructive 0.636 Meta_Commentary
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
I think ICE agents are doing A alex"PRETTI" renee"GOOD" job!
I think ICE agents are doing A alex"PRETTI" renee"GOOD" job!
Identity Attack0.002210622
Insult0.010020891
Profanity0.0113044195
Threat0.0064079775
Severe Toxicity0.00089645386
Low Tox 0.014765122 Constructive 0.534 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada finally waking up good job 👏
Canada finally waking up good job 👏
Identity Attack0.004236255
Insult0.009526889
Profanity0.010587076
Threat0.0068287146
Severe Toxicity0.0009012222
Low Tox 0.01438814 Moderate Con 0.373
Nov 27, 2025 Quebec Ends Economic Immigration Program …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better job of screening people coming in. Canada still needs good capable people coming in.
Identity Attack0.0050687063
Insult0.008880884
Profanity0.009289024
Threat0.006272047
Severe Toxicity0.0005578995
Low Tox 0.01419965 Constructive 0.526 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Wow good job Quebec!!!! Words I never thought I’d write.
Wow good job Quebec!!!! Words I never thought I’d write.
Identity Attack0.0024788564
Insult0.008899884
Profanity0.009835573
Threat0.0061425893
Severe Toxicity0.00071048737
Low Tox 0.0137598375 Moderate Con 0.457
Nov 21, 2025 98 likes Quebec Ends Economic Immigration Program …
Good job 😊
Good job 😊
Identity Attack0.0028118372
Insult0.0075698765
Profanity0.013849284
Threat0.007534259
Severe Toxicity0.0012588501
Low Tox 0.011309455 Moderate Con 0.489
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
Good job.
Good job.
Identity Attack0.0023123662
Insult0.007474876
Profanity0.012961143
Threat0.0072365063
Severe Toxicity0.0010490417
Low Tox 0.010806813 Moderate Con 0.469
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
For context with looking for jobs, when I post a position for part time work, I'll have hundreds of applications within a day...... So sifting for good applicants is difficult.
For context with looking for jobs, when I post a position for part time work, I'll have hundreds of applications within a day...... So sifting for good applicants is difficult.
Identity Attack0.0017019014
Insult0.007778878
Profanity0.010125926
Threat0.0061296434
Severe Toxicity0.00046014786
Low Tox 0.010743983 Constructive 0.586
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Good Job Canada. Focus on your citizens, your economy, your culture and uniting your people into one Big Beautiful Canadian Nation!
Good Job Canada. Focus on your citizens, your economy, your culture and uniting your people into one Big Beautiful Canadian Nation!
Identity Attack0.004994711
Insult0.0070473733
Profanity0.009920971
Threat0.006530962
Severe Toxicity0.00078201294
Low Tox 0.009864358 Moderate Con 0.449 Identity_Assertion
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …

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.