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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

click to expand

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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Search comment text, filter by category or toxicity level
Active: "The west is their own …" 217 comments · Page 9 of 9
Well, that's one city to avoid in Canada. Please don't bring this to the west. Stay in the east, please.
Well, that's one city to avoid in Canada. Please don't bring this to the west. Stay in the east, please.
Identity Attack0.023193322
Insult0.014884921
Profanity0.010245483
Threat0.007365964
Severe Toxicity0.0014209747
Low Tox 0.044388983 Moderate Con 0.439
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Im West indian but I was born in Canada. Am I allowed to stay or should i go back to Trinidad and Tobago?
Im West indian but I was born in Canada. Am I allowed to stay or should i go back to Trinidad and Tobago?
Identity Attack0.03894114
Insult0.01302291
Profanity0.012926984
Threat0.0070552654
Severe Toxicity0.0017166138
Low Tox 0.044141594 Moderate Con 0.491 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
This is going to be a lesson to the west as to why far right policies don't work
This is going to be a lesson to the west as to why far right policies don't work
Identity Attack0.011839314
Insult0.01640493
Profanity0.014600786
Threat0.007793174
Severe Toxicity0.001168251
Low Tox 0.043646812 Low Con 0.214
Jan 20, 2026 Why Canada’s immigration system has …
This is all of the west... Even the U.S with ice isn't safe
This is all of the west... Even the U.S with ice isn't safe
Identity Attack0.011617327
Insult0.015036922
Profanity0.012312118
Threat0.00713294
Severe Toxicity0.0013446808
Low Tox 0.038519915 Low Con 0.277 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The …
People have migrated from their homelands to other countries in different centuries—some in the 16th, 17th, 18th, 19th, 20th, and 21st centuries. I don’t understand why people claim that “we have lost our identity.” The shift from being a majority to a minority is largely about timing—some people’s ancestors arrived earlier than others, usually in search of better opportunities they couldn’t find at home. Most people don’t want to leave their motherland, but they move out of necessity, not preference. Throughout history, Western and Middle Eastern powers destroyed economies, accumulated global wealth for themselves, and caused immense suffering through violence, forced conversions, and plundering. This exploitation is a major reason why some countries today struggle to reach the living standards seen in the West. The long-term effects of colonialism, conflict, and migration continue to shape societies and opportunities for many people.
Identity Attack0.014048826
Insult0.016784932
Profanity0.013917602
Threat0.0068287146
Severe Toxicity0.0011873245
Low Tox 0.03639866 Constructive 0.702 Moral_Argument
Oct 15, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
If they come to work why they need socials assistance ? If they really want to live in the west why they need integration programes ?
If they come to work why they need socials assistance ? If they really want to live in the west why they need integration programes ?
Identity Attack0.01766643
Insult0.011844902
Profanity0.013336895
Threat0.006420923
Severe Toxicity0.0011777878
Low Tox 0.035220183 Low Con 0.245
Aug 6, 2019 1 likes How much do refugees and …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond Library, studied the map and etc. Some I remember are: 1. What is the common term for someone elected in Federal elections? A. Riding Winner B. Member of Parliament C. Senate D. Federal Executive. 2. Which of the following represents being Canadian and expresses national identity? A. Symbols like Maple leaf B. Equality C. Unity D. Human Right Commission 3. Jury duty consists of partial jurors and past jurors (in similar meaning) True or False. 4. French and English are: A. Fighting rebellion in 1800s B. French joined hands with Americans to fight against English C. Lived together for 300 years D. All of the above 5. Got a basic question about suffrage movement 6. What are prairie provinces? Saskatchewan, Alberta, Manitoba (SAM) 7. I got a question about provinces from west to east on Canada map. Please look and memorize the provinces locations. 8. Got a question about Peace Arch in Blaine 9. Question about Peace Tower like what was built after first world War. 10. Question about Aboriginals. Ans: First Nations, Metis and Inuits 11. Branches of Parliament Ans: Sovereign, House of commons and Senate 12. Courts do: Ans: Settle disputes These all what I remember. I am not sure which ones I got wrong. Might be in the first 5 I posted here. Test is not difficult but it is better to go through this video multiple times and do some other mock tests as well, in my opinion. Thank you and All the Best 😊
Identity Attack0.010729378
Insult0.017227544
Profanity0.015010698
Threat0.006647474
Severe Toxicity0.0014209747
Low Tox 0.032863233 Constructive 0.818 Personal_Narrative
Feb 10, 2026 21 likes Canadian Citizenship Test 2025 – …
Should check out calgary alberta, to surrey vancouver bc.. 2 most migrated areas out west canada 🙄
Should check out calgary alberta, to surrey vancouver bc.. 2 most migrated areas out west canada 🙄
Identity Attack0.016460562
Insult0.012072904
Profanity0.010655395
Threat0.006168481
Severe Toxicity0.0010442734
Low Tox 0.030741978 Moderate Con 0.405 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless …
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless Indians. They push themselves hard in order to improve their lives and the lives of others around them.
Identity Attack0.018972786
Insult0.010894896
Profanity0.019690514
Threat0.00866054
Severe Toxicity0.002040863
Low Tox 0.027206551 Constructive 0.813 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
That's what exactly globalization is! West got rich because of globalization so they must accept all accepts of it.
That's what exactly globalization is! West got rich because of globalization so they must accept all accepts of it.
Identity Attack0.010063417
Insult0.011122898
Profanity0.013405213
Threat0.006757513
Severe Toxicity0.0010919571
Low Tox 0.02638162 Low Con 0.285
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There is another one on the West Coast called Surrey
There is another one on the West Coast called Surrey
Identity Attack0.00880549
Insult0.011198899
Profanity0.014976538
Threat0.007793174
Severe Toxicity0.0014686584
Low Tox 0.024849601 Low Con 0.292 Question
Jan 6, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
west wide agenda replacement
west wide agenda replacement
Identity Attack0.0071775843
Insult0.010058892
Profanity0.014122557
Threat0.00814271
Severe Toxicity0.001449585
Low Tox 0.024613906 Low Con 0.233
Nov 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Only the eastern headquarters, they've got Surrey in the west as well.
Only the eastern headquarters, they've got Surrey in the west as well.
Identity Attack0.009212466
Insult0.010134893
Profanity0.013610168
Threat0.008181547
Severe Toxicity0.0011396408
Low Tox 0.023317585 Moderate Con 0.446 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
its not JUST Canada its most of the West now..
its not JUST Canada its most of the West now..
Identity Attack0.007954539
Insult0.008538882
Profanity0.010535837
Threat0.0063238298
Severe Toxicity0.0008535385
Low Tox 0.01608456 Low Con 0.212 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Next come to the West Coast Brampton AKA Surrey, BC.
Next come to the West Coast Brampton AKA Surrey, BC.
Identity Attack0.0039957687
Insult0.008044879
Profanity0.01127026
Threat0.007197669
Severe Toxicity0.001115799
Low Tox 0.013445686 Low Con 0.279 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
My trucking company actually refuses to deliver loads into Brampton, actually Ontario in reality. We only service the west coast of Canada over into Manitoba.
My trucking company actually refuses to deliver loads into Brampton, actually Ontario in reality. We only service the west coast of Canada over into Manitoba.
Identity Attack0.003866276
Insult0.0072278744
Profanity0.009613537
Threat0.006039023
Severe Toxicity0.0005578995
Low Tox 0.009990019 Constructive 0.538
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
"Reciprocity!" my fellow Canadians, the Yanks bit the hand of kindness and friendship time to let them have a taste. Having travelled a lot in the big wide world I can honestly say "Transit Visa's" …
"Reciprocity!" my fellow Canadians, the Yanks bit the hand of kindness and friendship time to let them have a taste. Having travelled a lot in the big wide world I can honestly say "Transit Visa's" for Yanks wanting to go to Alaska, Point Roberts and the North West Angle should focus the "murican mindset wonderfully" Far too long have we give them a break.
Identity Attack0.00059858494
Insult0.0002636598
Profanity0.000045734458
Threat0.00003525252
Severe Toxicity0.0000029478283
Low Tox 0.0011098926 Comparative_Framing
Dec 8, 2025 5 likes

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.