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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: "I don't understand why this …" 311 comments · Page 12 of 13
Ahhhhhh, this is a shame! But, I sort of understand why,,,, too many bad apples,,,,,,
Ahhhhhh, this is a shame! But, I sort of understand why,,,, too many bad apples,,,,,,
Identity Attack0.00035709247
Insult0.027655354
Profanity0.00036779357
Threat0.00013332375
Severe Toxicity0.0000034502195
Low Tox 0.035748348 Fear_Threat
Dec 9, 2025
there is one way to solve this problem and that is financial punishment for rule breaking. it's the only thing these people understand. and i think whoever opened the flood gates understands this very well …
there is one way to solve this problem and that is financial punishment for rule breaking. it's the only thing these people understand. and i think whoever opened the flood gates understands this very well also
Identity Attack0.0026453468
Insult0.011730902
Profanity0.011628932
Threat0.011715741
Severe Toxicity0.0013923645
Low Tox 0.034748793 Moderate Con 0.302 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Identity Attack0.013948337
Insult0.016784932
Profanity0.011201942
Threat0.00636914
Severe Toxicity0.0010156631
Low Tox 0.034041706 Constructive 0.856 Identity_Assertion
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
remigration is a word people need to learn and understand
remigration is a word people need to learn and understand
Identity Attack0.006622616
Insult0.012870909
Profanity0.01490822
Threat0.008427517
Severe Toxicity0.0012779236
Low Tox 0.03357032 Low Con 0.224 Call_To_Action
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
But we gotta understand who doing it trying to play 1 people off against another
But we gotta understand who doing it trying to play 1 people off against another
Identity Attack0.004920715
Insult0.011046898
Profanity0.017299367
Threat0.010887212
Severe Toxicity0.0014400482
Low Tox 0.032863233 Low Con 0.252
Jan 27, 2026 Inside Canada's Indian Invasion...
The thing you need to understand is... this is all of Canada.
The thing you need to understand is... this is all of Canada.
Identity Attack0.01756594
Insult0.013592913
Profanity0.010313802
Threat0.0061878995
Severe Toxicity0.0012779236
Low Tox 0.032627538 Low Con 0.21 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please …
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please explain. Thank you.
Identity Attack0.02048012
Insult0.011654901
Profanity0.012038844
Threat0.0062137907
Severe Toxicity0.0011348724
Low Tox 0.03109552 Constructive 0.562 Question
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
I’m in college and I can’t understand a single thing they say. I’m moving to the states
I’m in college and I can’t understand a single thing they say. I’m moving to the states
Identity Attack0.0074365693
Insult0.012452906
Profanity0.01535229
Threat0.0067769317
Severe Toxicity0.0011491776
Low Tox 0.02968135 Moderate Con 0.422
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
"I've heard enough" as they were explaining... When you want to understand you listen to the whole truth vs fish for the facts you want to hear to reinforce a narrative. There probably is a …
"I've heard enough" as they were explaining... When you want to understand you listen to the whole truth vs fish for the facts you want to hear to reinforce a narrative. There probably is a problem but we can't know "barn" or "bread basket" if we don't hear the explanations.
Identity Attack0.0019053896
Insult0.015872927
Profanity0.011201942
Threat0.0062914654
Severe Toxicity0.00071525574
Low Tox 0.028974265 Constructive 0.703
Oct 2, 2025 IRCC Names India in Study …
My english isn't good enough to understand clearly what she said about the 50 000 dollars. Can someone explain to me please? Did she say refugees get 50 000 Dollars as a gift to settle …
My english isn't good enough to understand clearly what she said about the 50 000 dollars. Can someone explain to me please? Did she say refugees get 50 000 Dollars as a gift to settle in Canada? Or I understood it wrong?
Identity Attack0.010951365
Insult0.011882903
Profanity0.00993805
Threat0.005964585
Severe Toxicity0.0006532669
Low Tox 0.026028076 Constructive 0.52
Nov 2, 2018 1 likes How much do refugees and …
It goes to show you that individuals desire to be with others who understand their language and belief system . Assimilation is not desirable. Familiarity is.
It goes to show you that individuals desire to be with others who understand their language and belief system . Assimilation is not desirable. Familiarity is.
Identity Attack0.0061046463
Insult0.011578901
Profanity0.012107162
Threat0.0061878995
Severe Toxicity0.0007534027
Low Tox 0.025556687 Constructive 0.524 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I know where they all are!!!! In my small Canadian town. Just don't understand how its super easy for them to buy homes and drive NEW tesla's on a Tim Hortons wage????
I know where they all are!!!! In my small Canadian town. Just don't understand how its super easy for them to buy homes and drive NEW tesla's on a Tim Hortons wage????
Identity Attack0.006696612
Insult0.012794908
Profanity0.010638315
Threat0.0061037517
Severe Toxicity0.0009536743
Low Tox 0.023199737 Moderate Con 0.495
Oct 1, 2025 IRCC Names India in Study …
FREE CASH. Make sure you have identification otherwise you won't be able to withdraw any winnings and they will lock your account. I can't understand exactly why they want id off you but apparently it's …
FREE CASH. Make sure you have identification otherwise you won't be able to withdraw any winnings and they will lock your account. I can't understand exactly why they want id off you but apparently it's to keep the site safe 😄 yet TESTER UP is exactly the same sort of app and you don't need id to withdraw. Be careful because I honestly think it's a data harvester under the guise of a game app.
Identity Attack0.0023031165
Insult0.010210892
Profanity0.013268576
Threat0.007521313
Severe Toxicity0.0009822845
Low Tox 0.022728346 Constructive 0.718 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
Finally someone that understands
Finally someone that understands
Identity Attack0.0042547537
Insult0.010362893
Profanity0.015728042
Threat0.008168601
Severe Toxicity0.0014019012
Low Tox 0.022374803 Moderate Con 0.4 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
well said Michelle ,finally someone understand the reality of what is going on in this country
well said Michelle ,finally someone understand the reality of what is going on in this country
Identity Attack0.0034038029
Insult0.011084898
Profanity0.009604998
Threat0.0061296434
Severe Toxicity0.00071048737
Low Tox 0.02072494 Constructive 0.503 Solidarity
Feb 23, 2026 44 likes 'We do know that there's …
i just had an idea... why don't they go into trades to build homes. THAT would be contributing. not enough housing....you understand...? comprende mi amigo..!!
i just had an idea... why don't they go into trades to build homes. THAT would be contributing. not enough housing....you understand...? comprende mi amigo..!!
Identity Attack0.0026638457
Insult0.011236899
Profanity0.011133623
Threat0.0063626673
Severe Toxicity0.0008535385
Low Tox 0.020231359 Constructive 0.521
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
Thank you so much I passed my test today i listened to this video multiple times and it helped me understand everything clearly.Really helpful🎉.
Thank you so much I passed my test today i listened to this video multiple times and it helped me understand everything clearly.Really helpful🎉.
Identity Attack0.0053276913
Insult0.009203887
Profanity0.01887069
Threat0.009178371
Severe Toxicity0.0019550323
Low Tox 0.019477395 Constructive 0.558
Jan 3, 2026 2 likes Canadian Citizenship Test 2025 – …
Why not invest the money back home? I don’t understand
Why not invest the money back home? I don’t understand
Identity Attack0.0025713511
Insult0.009298887
Profanity0.011253181
Threat0.0059904763
Severe Toxicity0.00064373016
Low Tox 0.017592486 Moderate Con 0.332 Question
Feb 11, 2026 Canada's tighter immigration policy divides …
I really don't understand why even this is a news. Its implicit that when visa is about to expire, person must leave the country applies to any country in the world. Are we really a …
I really don't understand why even this is a news. Its implicit that when visa is about to expire, person must leave the country applies to any country in the world. Are we really a nation with open borders if so they declare it and invite anyone to come and give them PR card upfront when they onboard air canada flight.
Identity Attack0.0050317086
Insult0.009279887
Profanity0.010638315
Threat0.006246155
Severe Toxicity0.0007247925
Low Tox 0.01633588 Constructive 0.574
Jan 15, 2026 18 likes 2.9 million Canadian temporary visas …
Trudeau was elected 3 times they could have kept electing him regardless this i dont understand
Trudeau was elected 3 times they could have kept electing him regardless this i dont understand
Identity Attack0.0026083488
Insult0.00971689
Profanity0.010194245
Threat0.006045496
Severe Toxicity0.0005745888
Low Tox 0.01608456 Low Con 0.26
Aug 21, 2025 How Canada broke its immigration …
Well once you get this all figured out let us know, that way we can start using the local drive thru's, might finally be able to understand the person on the other side of the …
Well once you get this all figured out let us know, that way we can start using the local drive thru's, might finally be able to understand the person on the other side of the speaker!!!!
Identity Attack0.0019146391
Insult0.009279887
Profanity0.011423977
Threat0.0068416605
Severe Toxicity0.00079631805
Low Tox 0.01608456 Constructive 0.608 Humor_Satire
Dec 24, 2025 2 likes Deportations From Canada at Their …
If any one wants to understand the reasons of all that is going on in the world this is a great book to read or listen to .The prince by Niccolò Machiavelli: it will explain …
If any one wants to understand the reasons of all that is going on in the world this is a great book to read or listen to .The prince by Niccolò Machiavelli: it will explain alot to what is and has been going on. Cheers
Identity Attack0.0034038029
Insult0.008348881
Profanity0.012312118
Threat0.007197669
Severe Toxicity0.0008678436
Low Tox 0.015644746 Moderate Con 0.494
Aug 25, 2025 Why Canadians Are Turning Against …
The level of entitlement is staggering. Quebec has the right to give or not to give the status, not obligation. I came to Canada legally and did all the paperwork and interviews back home. I …
The level of entitlement is staggering. Quebec has the right to give or not to give the status, not obligation. I came to Canada legally and did all the paperwork and interviews back home. I don’t understand how people come here and simply demand the PR status.
Identity Attack0.003644289
Insult0.009431887
Profanity0.009297565
Threat0.005883674
Severe Toxicity0.0004911423
Low Tox 0.0143253105 Constructive 0.641
Nov 24, 2025 Quebec Ends Economic Immigration Program …
That's working even if you work for family or a friend..didn't understand that comment
That's working even if you work for family or a friend..didn't understand that comment
Identity Attack0.0022661188
Insult0.008272881
Profanity0.0113385795
Threat0.006045496
Severe Toxicity0.000603199
Low Tox 0.01419965 Constructive 0.525 Question
Sep 27, 2025 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.