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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
30,738 comments · Page 942 of 1230
I am an immigrant, and I have never been in favor of open borders. It puts people at risk and degrades life quality. I approve Quebec's message.
I am an immigrant, and I have never been in favor of open borders. It puts people at risk and degrades life quality. I approve Quebec's message.
Identity Attack0.026408968
Insult0.015872927
Profanity0.010928668
Threat0.0074048014
Severe Toxicity0.0012111664
Low Tox 0.048594624 Constructive 0.761
Nov 21, 2025 24 likes Quebec Ends Economic Immigration Program …
Laugh it up Cuntario!
Laugh it up Cuntario!
Identity Attack0.0020163832
Insult0.023866551
Profanity0.02474608
Threat0.006925808
Severe Toxicity0.001707077
Low Tox 0.048594624 Low Con 0.238 Identity_Assertion
Feb 26, 2026 1 likes LILLEY UNLEASHED: The fall of …
It's nickname is singh Hortons for a reason 😂
It's nickname is singh Hortons for a reason 😂
Identity Attack0.008546505
Insult0.018065477
Profanity0.025634222
Threat0.0079873605
Severe Toxicity0.0024986267
Low Tox 0.048594624 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for …
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for minimum wage jobs in Canada or jobs with no trade skills., and even if skilled workers were invited, their jobs are not in high demand or about to be replaced by AI in a couple of years. Every year over 100,000 jobs will be replaced by AI starting from the late 2026, starting from the transportation industry, customer services, office jobs, IT jobs, and education; soon healthcare and engineering as well. No developed country needs workers anymore except very few experts and there will be massive layoff, not because of the economic crisis, but because of AI. In Japan, China, and South Korea, AI are widely used and now young people with a master or PhD degree can't even get a job.
Identity Attack0.00621564
Insult0.026702631
Profanity0.013371054
Threat0.00713294
Severe Toxicity0.0015544891
Low Tox 0.048594624 Moderate Con 0.496
Jan 16, 2026 2.9 million Canadian temporary visas …
21:37 Dude
21:37 Dude
Identity Attack0.008583503
Insult0.018001022
Profanity0.03765389
Threat0.010757755
Severe Toxicity0.0037002563
Low Tox 0.048594624 Low Con 0.255
Jan 27, 2026 Inside Canada's Indian Invasion...
May this foreign energy never come to a red state in America.
May this foreign energy never come to a red state in America.
Identity Attack0.018470341
Insult0.014960921
Profanity0.011902207
Threat0.008686432
Severe Toxicity0.0015544891
Low Tox 0.048594624 Low Con 0.209 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada needs repatriation uf it wants to survive. Young Canadians can't afford housing or families. (Or is that the plan?)
Canada needs repatriation uf it wants to survive. Young Canadians can't afford housing or families. (Or is that the plan?)
Identity Attack0.029402243
Insult0.015948927
Profanity0.010689554
Threat0.007340072
Severe Toxicity0.0016498566
Low Tox 0.048594624 Moderate Con 0.336
Nov 26, 2025 Quebec Ends Economic Immigration Program …
This doesn’t make sense. Carney is a liberal so why is this even happening?
This doesn’t make sense. Carney is a liberal so why is this even happening?
Identity Attack0.008250522
Insult0.023608726
Profanity0.01309778
Threat0.0063108844
Severe Toxicity0.0010919571
Low Tox 0.048594624 Low Con 0.271 Question
Dec 24, 2025 Deportations From Canada at Their …
They must go!
They must go!
Identity Attack0.0056236745
Insult0.014580919
Profanity0.01764096
Threat0.0138755
Severe Toxicity0.0023841858
Low Tox 0.048594624 Moderate Con 0.341
Jan 15, 2026 47 likes 2.9 million Canadian temporary visas …
You should come to Australia and check what is happening here
You should come to Australia and check what is happening here
Identity Attack0.020580608
Insult0.012984909
Profanity0.019143965
Threat0.010032792
Severe Toxicity0.0024032593
Low Tox 0.048594624 Low Con 0.29 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
This was very depressing.
This was very depressing.
Identity Attack0.0029228306
Insult0.01632893
Profanity0.017504321
Threat0.0076637166
Severe Toxicity0.0014305115
Low Tox 0.048594624 Moderate Con 0.397 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
1:32 BASED!
1:32 BASED!
Identity Attack0.007806548
Insult0.014352918
Profanity0.024882717
Threat0.010731863
Severe Toxicity0.0035476685
Low Tox 0.048594624 Low Con 0.244 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Min 7:40. The guy working in bakery, i like those types of immagrants. Follow the law. Intergrate with canada.....its that simple!!!
Min 7:40. The guy working in bakery, i like those types of immagrants. Follow the law. Intergrate with canada.....its that simple!!!
Identity Attack0.025002124
Insult0.01617693
Profanity0.010962827
Threat0.0066215824
Severe Toxicity0.0013160706
Low Tox 0.048594624 Constructive 0.52 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Over 250,000 affordable houses gone and counting and they’re not building enough affordable housing for the elderly the poor and the disabled
Over 250,000 affordable houses gone and counting and they’re not building enough affordable housing for the elderly the poor and the disabled
Identity Attack0.022992345
Insult0.019161236
Profanity0.010740792
Threat0.006084333
Severe Toxicity0.0015163422
Low Tox 0.048594624 Moderate Con 0.359
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I just passed my 17/20 this video was very very helpful thanks to who ever dropped this video 🙌🙌🙌
I just passed my 17/20 this video was very very helpful thanks to who ever dropped this video 🙌🙌🙌
Identity Attack0.00984143
Insult0.013934915
Profanity0.027273865
Threat0.012026439
Severe Toxicity0.0041007996
Low Tox 0.048594624 Constructive 0.552 Meta_Commentary
Jul 30, 2025 3 likes Canadian Citizenship Test 2025 – …
I don't like the structure of not giving people due process by shuffling them out the door too quickly. That is an breech of their rights, and yes, even if denied they have that legal …
I don't like the structure of not giving people due process by shuffling them out the door too quickly. That is an breech of their rights, and yes, even if denied they have that legal right, in spite of the naysayers below.
Identity Attack0.0045692353
Insult0.019999169
Profanity0.0137468055
Threat0.009048914
Severe Toxicity0.0012969971
Low Tox 0.048594624 Constructive 0.766 Moral_Argument
Dec 26, 2025 2 likes Deportations From Canada at Their …
guy on the bike based
guy on the bike based
Identity Attack0.0064006294
Insult0.017807651
Profanity0.020851927
Threat0.010550622
Severe Toxicity0.0026893616
Low Tox 0.048594624 Moderate Con 0.391 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
One thing also never discussed: because the point system prioritizes specialized labor, almost all immigrants are men. This has led to a massive demographic distortion with somewhere around 56% of people 35 and under in …
One thing also never discussed: because the point system prioritizes specialized labor, almost all immigrants are men. This has led to a massive demographic distortion with somewhere around 56% of people 35 and under in canada being men. This of course makes the birth rate issue much worse and will have future consequences.
Identity Attack0.036878675
Insult0.015644927
Profanity0.010023449
Threat0.006420923
Severe Toxicity0.001115799
Low Tox 0.048594624 Moderate Con 0.44 Unverified_Claim
Jun 17, 2025 2 likes How Canada broke its immigration …
Canadians voted for this
Canadians voted for this
Identity Attack0.025806036
Insult0.015720926
Profanity0.013951761
Threat0.0072235605
Severe Toxicity0.0018310547
Low Tox 0.048594624 Low Con 0.282 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I love my country and my people and what the government is doing is not right. We are decent people and don’t deserve this.
I love my country and my people and what the government is doing is not right. We are decent people and don’t deserve this.
Identity Attack0.0058826595
Insult0.017936565
Profanity0.012414595
Threat0.006835188
Severe Toxicity0.00093460083
Low Tox 0.048594624 Constructive 0.511 Moral_Argument
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I love this bicycle guy., stand up comedy 😂
I love this bicycle guy., stand up comedy 😂
Identity Attack0.005512681
Insult0.018710041
Profanity0.022286616
Threat0.008764107
Severe Toxicity0.0022506714
Low Tox 0.048594624 Moderate Con 0.404 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Ahh yes bramledesh
Ahh yes bramledesh
Identity Attack0.02238941
Insult0.029383656
Profanity0.041160982
Threat0.009178371
Severe Toxicity0.004196167
Low Tox 0.048594624 Moderate Con 0.313
Oct 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I …
I’m from Costa Rica , Canadian cititzen whoever tells me to go back to my country , I just tell them there are more Canadians in Costa Rica than Costa Ricans in Canada . I have the right to be here just like Canadians have the right to be Costa Rica . 10 years here makes me Canadian 🍁
Identity Attack0.038425524
Insult0.015188923
Profanity0.01490822
Threat0.006848133
Severe Toxicity0.0020885468
Low Tox 0.048594624 Constructive 0.596 Personal_Narrative
Feb 14, 2026 2 likes Canada's tighter immigration policy divides …
Where is the common sense anymore?!?! #WakeUpCanada
Where is the common sense anymore?!?! #WakeUpCanada
Identity Attack0.002552852
Insult0.019419061
Profanity0.013473531
Threat0.006272047
Severe Toxicity0.0012683868
Low Tox 0.04834723 Low Con 0.289
Nov 21, 2025 Thousands of refugees allowed into …
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Identity Attack0.041003603
Insult0.01465692
Profanity0.020100424
Threat0.008000307
Severe Toxicity0.0018978119
Low Tox 0.04834723 Constructive 0.532 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...

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.