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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: "here in my city in …" 524 comments · Page 21 of 21
People who arrived to the land 150 years ago having issue with the people arriving 50 years ago. Growup we need new minds to keep city going thats what happened 150, 50yrs ago and now …
People who arrived to the land 150 years ago having issue with the people arriving 50 years ago. Growup we need new minds to keep city going thats what happened 150, 50yrs ago and now today.
Identity Attack0.0034777985
Insult0.009906891
Profanity0.009716015
Threat0.0063432488
Severe Toxicity0.000705719
Low Tox 0.016838523 Constructive 0.518
Jan 8, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I lived near the border of Brampton. Their behavior and demographics have spread into the neighboring cities, going as far as Milton.
I lived near the border of Brampton. Their behavior and demographics have spread into the neighboring cities, going as far as Milton.
Identity Attack0.004606233
Insult0.010134893
Profanity0.010347961
Threat0.006466233
Severe Toxicity0.0007724762
Low Tox 0.016712861 Constructive 0.54 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive …
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive to Vancouver from a small city in Alberta
Identity Attack0.0040142676
Insult0.009944891
Profanity0.010108846
Threat0.0062526283
Severe Toxicity0.0006580353
Low Tox 0.01633588 Constructive 0.515 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
THANK YOU FOR COVERING THIS! I am canadian born 99 in brampton, I have lived in many cities in Ontario but brampton is on a different level
THANK YOU FOR COVERING THIS! I am canadian born 99 in brampton, I have lived in many cities in Ontario but brampton is on a different level
Identity Attack0.0068446035
Insult0.00975489
Profanity0.010621235
Threat0.0061231707
Severe Toxicity0.00081539154
Low Tox 0.01633588 Constructive 0.636 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Not only Brampton. Every other city too. Look around
Not only Brampton. Every other city too. Look around
Identity Attack0.00310782
Insult0.008747884
Profanity0.011680172
Threat0.0072753434
Severe Toxicity0.00081062317
Low Tox 0.015142105 Low Con 0.255 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
It's Like This In Every City In Canada!
It's Like This In Every City In Canada!
Identity Attack0.004994711
Insult0.008918885
Profanity0.009818493
Threat0.006136116
Severe Toxicity0.0008678436
Low Tox 0.015079274 Low Con 0.216 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This isn’t just Brampton as a Canadian it’s in every major city
This isn’t just Brampton as a Canadian it’s in every major city
Identity Attack0.0068076057
Insult0.008367881
Profanity0.011389818
Threat0.0061037517
Severe Toxicity0.00076293945
Low Tox 0.014953613 Moderate Con 0.353 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
15 years from now every city will be like this Canada
15 years from now every city will be like this Canada
Identity Attack0.006770608
Insult0.008348881
Profanity0.010723713
Threat0.006874025
Severe Toxicity0.0011396408
Low Tox 0.014890783 Low Con 0.192 Fear_Threat
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s like this in every Canadian city now
It’s like this in every Canadian city now
Identity Attack0.0055866763
Insult0.007930879
Profanity0.010945748
Threat0.0069516995
Severe Toxicity0.0010347366
Low Tox 0.014576632 Low Con 0.287
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Surrey a city outside Vancouver it’s similar to Brampton
Surrey a city outside Vancouver it’s similar to Brampton
Identity Attack0.0042177555
Insult0.008557882
Profanity0.010552917
Threat0.006492125
Severe Toxicity0.00077724457
Low Tox 0.013508516 Moderate Con 0.309
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's like this in half the city of Calgary
It's like this in half the city of Calgary
Identity Attack0.0040327664
Insult0.0077408776
Profanity0.0113044195
Threat0.0069516995
Severe Toxicity0.0008773804
Low Tox 0.013382856 Low Con 0.298 Personal_Narrative
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
No wonder the local college in my city keeps expanding. It seems like they have a lot of money.
No wonder the local college in my city keeps expanding. It seems like they have a lot of money.
Identity Attack0.0027193425
Insult0.00819688
Profanity0.011099464
Threat0.0062396824
Severe Toxicity0.00067710876
Low Tox 0.0131943645 Low Con 0.232 Economic_Argument
Oct 4, 2025 IRCC Names India in Study …
honestley just let both sides make a agreement so that the both sides can be happy about this brampton city. thats my solution thanks
honestley just let both sides make a agreement so that the both sides can be happy about this brampton city. thats my solution thanks
Identity Attack0.003089321
Insult0.007873878
Profanity0.012141321
Threat0.006861079
Severe Toxicity0.0007343292
Low Tox 0.012440401 Moderate Con 0.495 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
It's not just Brampton, it's all Canadian cities
It's not just Brampton, it's all Canadian cities
Identity Attack0.006437627
Insult0.007531876
Profanity0.011406898
Threat0.006433869
Severe Toxicity0.00077724457
Low Tox 0.01225191 Moderate Con 0.333 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
When half your city is on welfare.
When half your city is on welfare.
Identity Attack0.0026083488
Insult0.007892879
Profanity0.009920971
Threat0.006110225
Severe Toxicity0.0006008148
Low Tox 0.011874928 Low Con 0.23 Economic_Argument
Sep 18, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Question 13 is wrong based on the book, Quebec is not a bilingual city, and I can't find that answer on page 47, and the right answer is New Brunswick.
Question 13 is wrong based on the book, Quebec is not a bilingual city, and I can't find that answer on page 47, and the right answer is New Brunswick.
Identity Attack0.0041992567
Insult0.007911879
Profanity0.0091609275
Threat0.00598724
Severe Toxicity0.0005364418
Low Tox 0.011435116 Constructive 0.582 Meta_Commentary
Jun 4, 2025 2 likes Canadian Citizenship Test 2025 – …
Do the city in Texas where a similar situation is taking place and multiple houses are on the market now
Do the city in Texas where a similar situation is taking place and multiple houses are on the market now
Identity Attack0.0022846176
Insult0.0073798755
Profanity0.009784333
Threat0.006317357
Severe Toxicity0.0004887581
Low Tox 0.009613037 Moderate Con 0.376 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in Quebec City and I agree with it 👍👏
I live in Quebec City and I agree with it 👍👏
Identity Attack0.0028118372
Insult0.0066863713
Profanity0.010535837
Threat0.0062914654
Severe Toxicity0.0007200241
Low Tox 0.007382561 Constructive 0.564 Personal_Narrative
Nov 21, 2025 18 likes Quebec Ends Economic Immigration Program …
4 cities with huge demographic changes on the others side of the country. Abbotsford, Surrey, Calgary, and Edmonton.
4 cities with huge demographic changes on the others side of the country. Abbotsford, Surrey, Calgary, and Edmonton.
Identity Attack0.0027933381
Insult0.00653437
Profanity0.00952814
Threat0.006136116
Severe Toxicity0.00052928925
Low Tox 0.0072254855 Moderate Con 0.488 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
What was economy of Brampton in 2001 and now in 2025. And compare and check it with other similar cities around it.
What was economy of Brampton in 2001 and now in 2025. And compare and check it with other similar cities around it.
Identity Attack0.0013596712
Insult0.0064203693
Profanity0.009374423
Threat0.006058442
Severe Toxicity0.00039100647
Low Tox 0.0062202006 Low Con 0.291 Question
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, …
We can only hope, but new world order neoliberals want to make Canada a proper thrid world country of economic dualism in every city. The ultra wealthy people who have everything they want and more, and you who will own nothing and be happy listing to Yoko Ono and John Lennon sing hippy songs to you.
Identity Attack0.00013972305
Insult0.0013130872
Profanity0.000056494053
Threat0.000030143
Severe Toxicity0.0000020706232
Low Tox 0.0021753937
Apr 28, 2025
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets. Who post on …
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets. Who post on traffic light? meant to get attention of motorists. They don't believe in obeying bylaws. And city councilors do nothing about it . Even police don't see the safety hazzard these signs, posted at traffic lights pose.
Identity Attack0.00041846186
Insult0.00022734511
Profanity0.000014769093
Threat0.00003745917
Severe Toxicity0.0000022475413
Low Tox 0.0008297402 Fear_Threat
Apr 16, 2025 1 likes
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling …
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling immigrants who genuinely want to live in Canada shouldn't be your solution to these problems. After all, Canada came into existence thanks to immigrants, right? Reclaiming houses bought by foreigners who don't even reside in your country could be a better approach. Only citizens or permanent residents should have the right to buy or build real estate.
Identity Attack0.00021986593
Insult0.00016915216
Profanity0.000015848518
Threat0.0000326271
Severe Toxicity0.0000023333337
Low Tox 0.00056050584 Policy_Critique
May 16, 2025

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.