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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: "Are you sure you have …" 305 comments · Page 11 of 13
The LPC wont do anything to make sure they leave They still need to pander to their far left base
The LPC wont do anything to make sure they leave They still need to pander to their far left base
Identity Attack0.010211408
Insult0.019419061
Profanity0.012073003
Threat0.007340072
Severe Toxicity0.0011444092
Low Tox 0.03969839 Low Con 0.188 Policy_Critique
Jan 19, 2026 1 likes 2.9 million Canadian temporary visas …
Canada went to war in world war 1 and 2. Fought a foreign nation and won, well now its domestic and for sure you guys can win again. They just came the last 5 years. …
Canada went to war in world war 1 and 2. Fought a foreign nation and won, well now its domestic and for sure you guys can win again. They just came the last 5 years. Take canada back.
Identity Attack0.014048826
Insult0.01648093
Profanity0.010757872
Threat0.007741391
Severe Toxicity0.0014591217
Low Tox 0.03969839 Constructive 0.524 Fear_Threat
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Im just glad they are safe it must feel good as a man too finally get paid for the hard work they can do in a day. But I'm sure there is someone out there …
Im just glad they are safe it must feel good as a man too finally get paid for the hard work they can do in a day. But I'm sure there is someone out there that is going to take advantage of them by paying for cheap labor.
Identity Attack0.0068076057
Insult0.018967867
Profanity0.012551232
Threat0.0067057298
Severe Toxicity0.0008535385
Low Tox 0.039462693 Constructive 0.719
Sep 5, 2018 How much do refugees and …
I’m sure the immigration levels will help with housing, healthcare and the high unemployment rate
I’m sure the immigration levels will help with housing, healthcare and the high unemployment rate
Identity Attack0.02238941
Insult0.010362893
Profanity0.011663092
Threat0.006653947
Severe Toxicity0.0013637543
Low Tox 0.03828422 Moderate Con 0.469
Jan 5, 2026 New rules, regulations take effect …
I had a feeling it was the B Block but I just wanted to make sure
I had a feeling it was the B Block but I just wanted to make sure
Identity Attack0.0073995716
Insult0.01313691
Profanity0.029888187
Threat0.009074804
Severe Toxicity0.0022792816
Low Tox 0.03828422 Moderate Con 0.458 Meta_Commentary
Jan 26, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
My son is having a hard time finding a job. He is 22 and looking for anything. I told him to leave the country and come back and claim asylum. I am sure they would …
My son is having a hard time finding a job. He is 22 and looking for anything. I told him to leave the country and come back and claim asylum. I am sure they would not say anything because there are no checks and balances in our immigration system.
Identity Attack0.017766917
Insult0.012870909
Profanity0.012073003
Threat0.006699257
Severe Toxicity0.0010681152
Low Tox 0.03781283 Constructive 0.681 Personal_Narrative
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around them. They like to to take care of others. They will commonly ask you if you are OK and need water, food, anything. Langar/ community kichen is inbedded in culture and makes sure everyone eats in the same humble setting. They think communally and make sure to ask all parties how they feel about a particular topic, especially before making a decision. They appreciate when you try to understand them. They love when you speak their language. These people are blessed and I love them. I really hope that people bridge the gap between each other and love thy neighbour. God Bless Chardi Kala rahin.
Identity Attack0.020279141
Insult0.017614283
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.0030708313
Low Tox 0.036870047 Constructive 0.817
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Dont worry Canadians just vote in the Liberals for another term im sure they will fix it.
Dont worry Canadians just vote in the Liberals for another term im sure they will fix it.
Identity Attack0.018369852
Insult0.014428918
Profanity0.011492296
Threat0.007974415
Severe Toxicity0.0013542175
Low Tox 0.035691574 Low Con 0.268 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a question about start of the modern energy industry, it had given timefram and what was the energy . I chose the Oil Alberta 1947 , which was correct. It has I think hydroelectricity Quebec 1980 as another answer closest for choice. Another question I remember True false , it has 3 names Question was are these one of the great inventors of Canada. So I would suggest you take note of Greatest inventors of Canada. There are multiple. Many answers of questions are too easy to eliminate because they don't make sense at all. You are mostly between 2 answers easily. If you just study this video I think you'll surely pass 😅. Another question was ; Who are appointed by on the advice of Prime minister? Answers; Memebers of parliement Mayors Senators Citizens Obviously Senators was the answer but answers might differ, so just study the other applicable answers for the questions.
Identity Attack0.0055866763
Insult0.016936934
Profanity0.015215653
Threat0.007353018
Severe Toxicity0.0014209747
Low Tox 0.034984488 Constructive 0.721 Meta_Commentary
Jan 28, 2026 8 likes Canadian Citizenship Test 2025 – …
Will you PLEASE get this video to your leadership, they need to save Canada because our government sure ain't going to do it!
Will you PLEASE get this video to your leadership, they need to save Canada because our government sure ain't going to do it!
Identity Attack0.005771666
Insult0.014504919
Profanity0.012277958
Threat0.0077284453
Severe Toxicity0.0012779236
Low Tox 0.034748793 Moderate Con 0.393 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Anything for more votes. CRA making sure you get your money. That's pretty funny. No it's getting that foot in the door to control income.
Anything for more votes. CRA making sure you get your money. That's pretty funny. No it's getting that foot in the door to control income.
Identity Attack0.001572409
Insult0.017807651
Profanity0.012585391
Threat0.006317357
Severe Toxicity0.00084877014
Low Tox 0.034041706 Moderate Con 0.38 Policy_Critique
Jan 12, 2026 Canada’s new rules in 2026
pretty sure it's not happening right under the governments nose, it's not like they allow this stuff to happen, that's why we have border patrol
pretty sure it's not happening right under the governments nose, it's not like they allow this stuff to happen, that's why we have border patrol
Identity Attack0.004402745
Insult0.014732921
Profanity0.014122557
Threat0.00756015
Severe Toxicity0.001077652
Low Tox 0.033806015 Low Con 0.267 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Im sure the first nations and n.ative Canadians felt exactly the same way 500 years ago 😂😅😅
Im sure the first nations and n.ative Canadians felt exactly the same way 500 years ago 😂😅😅
Identity Attack0.01565665
Insult0.013440913
Profanity0.0118338885
Threat0.0062137907
Severe Toxicity0.0012588501
Low Tox 0.033806015 Moderate Con 0.391
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Looks like I’m moving to Brampton Ontario 😎✌️ I will be posting at least 5 videos per day for sure 😅
Looks like I’m moving to Brampton Ontario 😎✌️ I will be posting at least 5 videos per day for sure 😅
Identity Attack0.007214582
Insult0.011882903
Profanity0.01982715
Threat0.010654188
Severe Toxicity0.0026130676
Low Tox 0.03309893 Moderate Con 0.397 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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 – …
They can now go back, I’m sure citizens of Quebec won’t miss them
They can now go back, I’m sure citizens of Quebec won’t miss them
Identity Attack0.0074365693
Insult0.014732921
Profanity0.009835573
Threat0.0072882893
Severe Toxicity0.0009965897
Low Tox 0.031449065 Moderate Con 0.345 Identity_Assertion
Nov 21, 2025 Quebec Ends Economic Immigration Program …
She is a AI reporter, pretty sure
She is a AI reporter, pretty sure
Identity Attack0.0061416444
Insult0.01632893
Profanity0.017162729
Threat0.00666042
Severe Toxicity0.0012588501
Low Tox 0.031213367 Moderate Con 0.355
Jan 13, 2026 1 likes Canada’s new rules in 2026
Nice to see Michelle finally being somewhat conservative lately; not sure it'll last.
Nice to see Michelle finally being somewhat conservative lately; not sure it'll last.
Identity Attack0.005253696
Insult0.015568925
Profanity0.011475217
Threat0.006641001
Severe Toxicity0.00088214874
Low Tox 0.03109552 Moderate Con 0.319
Oct 1, 2025 IRCC Names India in Study …
There are alot of them that's for sure
There are alot of them that's for sure
Identity Attack0.0076215584
Insult0.012224905
Profanity0.018665737
Threat0.008919456
Severe Toxicity0.001783371
Low Tox 0.030506283 Low Con 0.29 Identity_Assertion
Jan 27, 2026 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 …
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
Are you sure thats Canada? Pretty sure its Australia
Are you sure thats Canada? Pretty sure its Australia
Identity Attack0.015154205
Insult0.010362893
Profanity0.012858666
Threat0.006809296
Severe Toxicity0.0011730194
Low Tox 0.02685301 Moderate Con 0.303 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
"Greatest country in the world." Yeah bud sure.
"Greatest country in the world." Yeah bud sure.
Identity Attack0.005253696
Insult0.013288911
Profanity0.012995303
Threat0.006485652
Severe Toxicity0.001077652
Low Tox 0.02638162 Low Con 0.2 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
For sure they live in Brampton
For sure they live in Brampton
Identity Attack0.0071405866
Insult0.0113889
Profanity0.015932998
Threat0.0072235605
Severe Toxicity0.0013065338
Low Tox 0.02543884 Moderate Con 0.316
Sep 28, 2025 7 likes IRCC Names India in Study …
Good, just make sure the ones which are of value for Canada stay.
Good, just make sure the ones which are of value for Canada stay.
Identity Attack0.010803374
Insult0.012262905
Profanity0.010091767
Threat0.0070034824
Severe Toxicity0.001039505
Low Tox 0.025085296 Low Con 0.282 Policy_Critique
Jan 20, 2026 2.9 million Canadian temporary visas …

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.