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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: "I think what people should …" 385 comments · Page 16 of 16
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes 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...
I dont think a homeless guy riding around in snow on a bike has the right to complain about other people’s situations especially those that are on welfare
I dont think a homeless guy riding around in snow on a bike has the right to complain about other people’s situations especially those that are on welfare
Identity Attack0.008324518
Insult0.0114649
Profanity0.013029462
Threat0.0069516995
Severe Toxicity0.0010871887
Low Tox 0.028974265 Moderate Con 0.404 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I think your title is incorrect, no political party is advocating for more immigration at the moment. The people who are advocating for more migration now have their own personal agendas, this does not represent …
I think your title is incorrect, no political party is advocating for more immigration at the moment. The people who are advocating for more migration now have their own personal agendas, this does not represent the country as a whole. The country is not falling apart because of changes in immigration laws.
Identity Attack0.00984143
Insult0.010552894
Profanity0.010091767
Threat0.006194372
Severe Toxicity0.0007009506
Low Tox 0.02402467 Constructive 0.638 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the …
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the thousands upon thousands of people living packed into illegal basement apartments and officially empty "investment properties." Why do you think covid lasted longer in Brampton than anywhere else in Canada and commuting in this city is impossible
Identity Attack0.008435511
Insult0.012414906
Profanity0.009681856
Threat0.006058442
Severe Toxicity0.0008392334
Low Tox 0.023906821 Constructive 0.715 Unverified_Claim
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
They are smart people who are good at business they are not dangerous so they are not a threat to safety but they will literally own the whole town Don’t start thinking about moving away …
They are smart people who are good at business they are not dangerous so they are not a threat to safety but they will literally own the whole town Don’t start thinking about moving away because that’s how they will buy your house and business and so on and then that’s it they have the town
Identity Attack0.0027563404
Insult0.0114269
Profanity0.013302735
Threat0.0071070488
Severe Toxicity0.001039505
Low Tox 0.02249265 Moderate Con 0.431 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
How is CBSA going to track all of these people down? 30K deportations in a year is a lot less than 2.9 million. Somehow I think this is going to a difficult problem to resolve. …
How is CBSA going to track all of these people down? 30K deportations in a year is a lot less than 2.9 million. Somehow I think this is going to a difficult problem to resolve. CBSA is not staffed for this.
Identity Attack0.0064006294
Insult0.009507888
Profanity0.00997221
Threat0.007094103
Severe Toxicity0.0007390976
Low Tox 0.021785567 Moderate Con 0.489 Policy_Critique
Feb 7, 2026 1 likes 2.9 million Canadian temporary visas …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Check the people who let them in as well, maybe they are in on it? This is a lot more organized than you might think.
Check the people who let them in as well, maybe they are in on it? This is a lot more organized than you might think.
Identity Attack0.0028118372
Insult0.009013886
Profanity0.012004685
Threat0.007586042
Severe Toxicity0.00084877014
Low Tox 0.017089844 Low Con 0.263 Unverified_Claim
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Pretty shocking that in the comments people think our healthcare is free. No,.it's paid for by taxpayers.
Pretty shocking that in the comments people think our healthcare is free. No,.it's paid for by taxpayers.
Identity Attack0.0021366263
Insult0.010552894
Profanity0.009733095
Threat0.005754216
Severe Toxicity0.00053167343
Low Tox 0.016712861 Moderate Con 0.5 Economic_Argument
Oct 3, 2025 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.