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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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Search comment text, filter by category or toxicity level
Active: "If they can take your …" 1,250 comments · Page 46 of 50
Its very telling that all these people from a Commonwealth country with English comprehension to different levels feel safer and less discrimated against in Brampton than in the Anglo Utopias of Toronto, Vancouver or Edmonton. …
Its very telling that all these people from a Commonwealth country with English comprehension to different levels feel safer and less discrimated against in Brampton than in the Anglo Utopias of Toronto, Vancouver or Edmonton. Also look at the ecnomics - they all work, they all take care of each other, and they all have strong communities who back them in times of need! The Anglos call this "lack of assimilation" but to them it is about surviving and then thriving.
Identity Attack0.026609946
Insult0.017936565
Profanity0.011577694
Threat0.0061878995
Severe Toxicity0.0012493134
Low Tox 0.04290464 Constructive 0.708
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Identity Attack0.0039957687
Insult0.023608726
Profanity0.011902207
Threat0.006530962
Severe Toxicity0.00086307526
Low Tox 0.04290464 Moderate Con 0.344 Question
Sep 29, 2025 IRCC Names India in Study …
Well we are over flowed and the government needs to take care of its own people
Well we are over flowed and the government needs to take care of its own people
Identity Attack0.00828752
Insult0.018452216
Profanity0.015591404
Threat0.00713294
Severe Toxicity0.0013637543
Low Tox 0.042657252 Moderate Con 0.318
Jan 18, 2026 2.9 million Canadian temporary visas …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025
We were one election away from from total collapse in the US. I'm glad to see the Canadian people wake up and take their beautiful country back
We were one election away from from total collapse in the US. I'm glad to see the Canadian people wake up and take their beautiful country back
Identity Attack0.016762028
Insult0.017549826
Profanity0.010535837
Threat0.006641001
Severe Toxicity0.0011825562
Low Tox 0.041172907 Constructive 0.549 Call_To_Action
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
Hello my name is Samuel how many month it's going to take refugees to take are sponsor to canada because my wife apply for me and my two children in Africa November 2017its going to …
Hello my name is Samuel how many month it's going to take refugees to take are sponsor to canada because my wife apply for me and my two children in Africa November 2017its going to take me before I can entrepreneurs this year
Identity Attack0.028016793
Insult0.012262905
Profanity0.012141321
Threat0.0069905366
Severe Toxicity0.0014877319
Low Tox 0.040925518 Constructive 0.613
Jan 19, 2018 How much do refugees and …
Nowadays every drivethrough here is like: Hello Saaar, How may I take your order Saar?
Nowadays every drivethrough here is like: Hello Saaar, How may I take your order Saar?
Identity Attack0.006992595
Insult0.016100928
Profanity0.022764845
Threat0.009385503
Severe Toxicity0.002231598
Low Tox 0.040430736 Moderate Con 0.416 Humor_Satire
Feb 21, 2026 4 likes Inside Canada's Indian Invasion...
I am 60 and needed to take a 2nd job
I am 60 and needed to take a 2nd job
Identity Attack0.008620501
Insult0.011654901
Profanity0.021125201
Threat0.009281937
Severe Toxicity0.0020980835
Low Tox 0.040183347 Moderate Con 0.457 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
19/20. Just watched this video on 2.5x twice before taking the test. You guys are awesome.
19/20. Just watched this video on 2.5x twice before taking the test. You guys are awesome.
Identity Attack0.009360458
Insult0.012794908
Profanity0.026590679
Threat0.011715741
Severe Toxicity0.0032615662
Low Tox 0.03969839 Constructive 0.518
Nov 30, 2025 7 likes Canadian Citizenship Test 2025 – …
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 …
Many people they just take advantage their failure to conflict that that’s how they benefit anyhow I hope we all get along together without blaming anybody
Many people they just take advantage their failure to conflict that that’s how they benefit anyhow I hope we all get along together without blaming anybody
Identity Attack0.005364689
Insult0.018516673
Profanity0.015557245
Threat0.0069516995
Severe Toxicity0.0010299683
Low Tox 0.03969839 Moderate Con 0.436 Solidarity
Aug 25, 2025 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 …
Governments need to start thinking what to do when AI replaces most workers. Hundreds of thousands of people will be unemployed and this will happen sooner than we can imagine. Québec may need immigrants in …
Governments need to start thinking what to do when AI replaces most workers. Hundreds of thousands of people will be unemployed and this will happen sooner than we can imagine. Québec may need immigrants in the very short term, but it will need to deal with mass unemployment in 3 years from now, being very optimistic. Immigration in the AI era needs to be rethought. Being an immigrant myself, I advocate for skilled immigration, but we are on the brink of a social disruption. It's time to take it slow.
Identity Attack0.013546381
Insult0.017872108
Profanity0.011253181
Threat0.0076507707
Severe Toxicity0.0012207031
Low Tox 0.038991302 Constructive 0.75
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I been saying this for a long time they bringing these pay to other countries to take there place
I been saying this for a long time they bringing these pay to other countries to take there place
Identity Attack0.013244915
Insult0.014048916
Profanity0.014839902
Threat0.00704232
Severe Toxicity0.0012874603
Low Tox 0.038519915 Moderate Con 0.336 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Thanks. I only read 3times takes 7hours then got20/20... it helps a lot. By the way. I had 4questions from Ture or false questions all based on the video qustions
Thanks. I only read 3times takes 7hours then got20/20... it helps a lot. By the way. I had 4questions from Ture or false questions all based on the video qustions
Identity Attack0.0055496786
Insult0.015188923
Profanity0.019143965
Threat0.0077025536
Severe Toxicity0.0014591217
Low Tox 0.03828422 Constructive 0.662
Jul 27, 2025 7 likes Canadian Citizenship Test 2025 – …
My brother works for immigration Canada, he said that although Carney said immigrants are deported, but in reality his government is bringing in more Asylum refugees into Canada, which means Canadians will have to take …
My brother works for immigration Canada, he said that although Carney said immigrants are deported, but in reality his government is bringing in more Asylum refugees into Canada, which means Canadians will have to take care of them with their tax dollars. Carney told the immigration workers not to tell anyone about this.
Identity Attack0.022791367
Insult0.013782915
Profanity0.010450439
Threat0.006763986
Severe Toxicity0.0010871887
Low Tox 0.03734144 Constructive 0.693
Dec 24, 2025 8 likes Deportations From Canada at Their …
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)
Absolute tragedy this stuff is taking place.
Absolute tragedy this stuff is taking place.
Identity Attack0.0020533812
Insult0.0142009165
Profanity0.01442999
Threat0.0067963502
Severe Toxicity0.0011920929
Low Tox 0.036870047 Moderate Con 0.325 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They're taking advantage of Canadian kindness
They're taking advantage of Canadian kindness
Identity Attack0.02048012
Insult0.014314918
Profanity0.0128245065
Threat0.0067057298
Severe Toxicity0.0012397766
Low Tox 0.036634352 Moderate Con 0.303 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada government takes big campaign in India and give admission jobs easily
Canada government takes big campaign in India and give admission jobs easily
Identity Attack0.018972786
Insult0.01648093
Profanity0.012961143
Threat0.0066345283
Severe Toxicity0.001335144
Low Tox 0.036634352 Low Con 0.129 Unverified_Claim
Feb 8, 2026 Inside Canada's Indian Invasion...
Taking advantage of a system is not to your benefit. Time to go .
Taking advantage of a system is not to your benefit. Time to go .
Identity Attack0.0024788564
Insult0.014808921
Profanity0.012277958
Threat0.0071717775
Severe Toxicity0.0010681152
Low Tox 0.036162965 Low Con 0.24 Moral_Argument
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. …
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. Taking the money and running out of Canada with it.
Identity Attack0.0068446035
Insult0.018581128
Profanity0.010962827
Threat0.0065050707
Severe Toxicity0.0009584427
Low Tox 0.036162965 Constructive 0.539 Economic_Argument
Oct 11, 2025 IRCC Names India in Study …
If annexation is what it takes to fix this, then sign me up
If annexation is what it takes to fix this, then sign me up
Identity Attack0.0054756827
Insult0.012224905
Profanity0.019963788
Threat0.012803185
Severe Toxicity0.002374649
Low Tox 0.035691574 Low Con 0.286 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past many local Canadians volunteered extensively in our community. That has gone away in present day. Dont let someone giving a free lunch fool you into thinking they do nothing wrong
Identity Attack0.0046987277
Insult0.018774498
Profanity0.015830519
Threat0.006925808
Severe Toxicity0.0008773804
Low Tox 0.035220183 Constructive 0.791
Sep 19, 2025 3 likes 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.