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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: "So what is this really …" 567 comments · Page 22 of 23
It really is sad what happened to Canada’s identity and housing market
It really is sad what happened to Canada’s identity and housing market
Identity Attack0.0064006294
Insult0.010818896
Profanity0.009092609
Threat0.0061231707
Severe Toxicity0.000705719
Low Tox 0.020842785 Moderate Con 0.367
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
STOP handing out permanent residency status for students. Mm and 5 year citizenship process, and grandparents and parent visas. Maybe put military service attachment and see how many will really stay. Make it mandatory that …
STOP handing out permanent residency status for students. Mm and 5 year citizenship process, and grandparents and parent visas. Maybe put military service attachment and see how many will really stay. Make it mandatory that they can only apply for refugee status from home country. Not at the airport.
Identity Attack0.0071405866
Insult0.009165886
Profanity0.009767254
Threat0.0066668927
Severe Toxicity0.0007343292
Low Tox 0.020842785 Moderate Con 0.456 Policy_Critique
Feb 23, 2026 Canadian immigration officers investigating hundreds …
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
Identity Attack0.0051427023
Insult0.009032886
Profanity0.016752819
Threat0.008259222
Severe Toxicity0.0012016296
Low Tox 0.02072494 Constructive 0.544 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
This is really good tutorious for me and i will have my exam this month. Thank you whoever posted.
This is really good tutorious for me and i will have my exam this month. Thank you whoever posted.
Identity Attack0.0046247323
Insult0.009127886
Profanity0.018187506
Threat0.008893564
Severe Toxicity0.0015354156
Low Tox 0.02048268 Constructive 0.539 Personal_Narrative
Jul 4, 2025 1 likes Canadian Citizenship Test 2025 – …
This is an amazing video, thank you so much for creating and sharing it! It was really helpful in studying for the test!
This is an amazing video, thank you so much for creating and sharing it! It was really helpful in studying for the test!
Identity Attack0.0068076057
Insult0.009032886
Profanity0.021125201
Threat0.010369381
Severe Toxicity0.0023651123
Low Tox 0.0201057 Constructive 0.57
Apr 17, 2025 16 likes Canadian Citizenship Test 2025 – …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the youth unemployment rate is really at catastrophic levels, at 14.5%. Many young people are desperately looking for jobs and are unable to find them.
Identity Attack0.0052906936
Insult0.010818896
Profanity0.009784333
Threat0.0062008454
Severe Toxicity0.0006341934
Low Tox 0.019854378 Constructive 0.581 Economic_Argument
Sep 30, 2025 25 likes IRCC Names India in Study …
We dont you guys either our country is a stressful mess.its not really safe here.
We dont you guys either our country is a stressful mess.its not really safe here.
Identity Attack0.002118025
Insult0.003920698
Profanity0.00026842885
Threat0.0008427242
Severe Toxicity0.0000073765805
Low Tox 0.019699888 Fear_Threat
Dec 10, 2025
Design is what it really is !! .......... just like the rising inflation on FOOD!!!
Design is what it really is !! .......... just like the rising inflation on FOOD!!!
Identity Attack0.0020996283
Insult0.010362893
Profanity0.010074687
Threat0.0057995263
Severe Toxicity0.0006580353
Low Tox 0.019226074 Low Con 0.266 Economic_Argument
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
NO OFFICIAL HAVE FACTS AVAILABLE WHEN CALLED INTO A MEETING! REALLY?
NO OFFICIAL HAVE FACTS AVAILABLE WHEN CALLED INTO A MEETING! REALLY?
Identity Attack0.00155391
Insult0.0103248935
Profanity0.010262563
Threat0.005922511
Severe Toxicity0.0005578995
Low Tox 0.017843807 Low Con 0.159
Sep 29, 2025 IRCC Names India in Study …
Middle class tax cuts, does not really help with inflated prices
Middle class tax cuts, does not really help with inflated prices
Identity Attack0.0045507364
Insult0.009868891
Profanity0.01041628
Threat0.0059613483
Severe Toxicity0.0006198883
Low Tox 0.017718147 Low Con 0.236 Economic_Argument
Jan 28, 2026 Canada’s new rules in 2026
Those opinions were the versions people were willing to say on camera. Imagine how they really feel.
Those opinions were the versions people were willing to say on camera. Imagine how they really feel.
Identity Attack0.0022753682
Insult0.009298887
Profanity0.0113215
Threat0.0069516995
Severe Toxicity0.00071525574
Low Tox 0.017466826 Low Con 0.228 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this situation.
Identity Attack0.0044767405
Insult0.009868891
Profanity0.009408582
Threat0.006712203
Severe Toxicity0.00067710876
Low Tox 0.016964182 Constructive 0.512
Oct 12, 2025 IRCC Names India in Study …
I attempted to try the test after watching this video once, and after my first test; I passed! This video is amazing, thank you for making this—it really helped. I’m so grateful. 🎉
I attempted to try the test after watching this video once, and after my first test; I passed! This video is amazing, thank you for making this—it really helped. I’m so grateful. 🎉
Identity Attack0.0054756827
Insult0.008519882
Profanity0.017572641
Threat0.009540852
Severe Toxicity0.00166893
Low Tox 0.01646154 Constructive 0.602 Meta_Commentary
Sep 9, 2025 3 likes Canadian Citizenship Test 2025 – …
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 …
Really helpful
Really helpful
Identity Attack0.0039402717
Insult0.008994885
Profanity0.015932998
Threat0.0077802283
Severe Toxicity0.0013923645
Low Tox 0.015833238 Constructive 0.517
Aug 22, 2025 1 likes Canadian Citizenship Test 2025 – …
11:33 Thankyou for showing the postive side of Brampton as well! Really appreciate that.
11:33 Thankyou for showing the postive side of Brampton as well! Really appreciate that.
Identity Attack0.0042732526
Insult0.008994885
Profanity0.012995303
Threat0.0074436385
Severe Toxicity0.0010299683
Low Tox 0.015644746 Constructive 0.635 Solidarity
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I'm in Halifax, NS. They are here in full force . All over the province really , every small town. 10 deep in a one bedroom apartment. You can get an Uber in 30 seconds …
I'm in Halifax, NS. They are here in full force . All over the province really , every small town. 10 deep in a one bedroom apartment. You can get an Uber in 30 seconds tho
Identity Attack0.003866276
Insult0.0086718835
Profanity0.012482914
Threat0.007365964
Severe Toxicity0.0010681152
Low Tox 0.0154562555 Constructive 0.611 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If you don’t have children you really do t need a three bedroom home. If your children are gone from the home you really don’t need a three bedroom home. See the problem here. If …
If you don’t have children you really do t need a three bedroom home. If your children are gone from the home you really don’t need a three bedroom home. See the problem here. If you really want food grown so you can eat you really don’t want more three bedroom homes built…
Identity Attack0.0022198714
Insult0.008443882
Profanity0.010604155
Threat0.0063432488
Severe Toxicity0.00068187714
Low Tox 0.0154562555 Moderate Con 0.376
Jan 3, 2026 New rules, regulations take effect …
Thank you so much for the materials, it really helps A LOT! I went through it once only and scored 20/20. You’re a life saver🥹✨
Thank you so much for the materials, it really helps A LOT! I went through it once only and scored 20/20. You’re a life saver🥹✨
Identity Attack0.0042732526
Insult0.007873878
Profanity0.016069634
Threat0.008466354
Severe Toxicity0.0013923645
Low Tox 0.0143253105 Constructive 0.614 Advertisement_Spam
Jul 8, 2025 1 likes Canadian Citizenship Test 2025 – …
Hi! I really love your content! We have an exciting collaboration opportunity and would love to share the details with you. I’ve sent all the info to your email, feel free to check it when …
Hi! I really love your content! We have an exciting collaboration opportunity and would love to share the details with you. I’ve sent all the info to your email, feel free to check it when you have a moment. Looking forward to your thoughts!
Identity Attack0.0058826595
Insult0.008386881
Profanity0.017436003
Threat0.009437286
Severe Toxicity0.0014781952
Low Tox 0.01426248 Constructive 0.65 Advertisement_Spam
Feb 10, 2026 Inside Canada's Indian Invasion...
The best interview I have watched in the year 2026. The guy really knows his stuff.
The best interview I have watched in the year 2026. The guy really knows his stuff.
Identity Attack0.002552852
Insult0.008652883
Profanity0.013644327
Threat0.0072365063
Severe Toxicity0.0009536743
Low Tox 0.013508516 Moderate Con 0.386 Meta_Commentary
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
Thank you for making this so easy to understand. Don’t give up trying to have others see it for what it’s really doing.
Thank you for making this so easy to understand. Don’t give up trying to have others see it for what it’s really doing.
Identity Attack0.0018313939
Insult0.008842885
Profanity0.0113727385
Threat0.006427396
Severe Toxicity0.0005865097
Low Tox 0.013382856 Constructive 0.549 Solidarity
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
I will take the citizenship test this July, 2025. These questions are really helpful, I feel confident that I am going to pass.
I will take the citizenship test this July, 2025. These questions are really helpful, I feel confident that I am going to pass.
Identity Attack0.003385304
Insult0.006961873
Profanity0.011526455
Threat0.007365964
Severe Toxicity0.0008535385
Low Tox 0.011497946 Constructive 0.547 Meta_Commentary
Jul 17, 2025 3 likes Canadian Citizenship Test 2025 – …
It really doesn't need to be expensive.....
It really doesn't need to be expensive.....
Identity Attack0.0012301788
Insult0.007493876
Profanity0.010621235
Threat0.006420923
Severe Toxicity0.00056505203
Low Tox 0.010555492 Low Con 0.27 Question
Dec 30, 2025 Deportations From Canada at Their …
Thank you so much for this valuable resource. It was really helpful in passing the test.
Thank you so much for this valuable resource. It was really helpful in passing the test.
Identity Attack0.0029413297
Insult0.0072088744
Profanity0.0138151245
Threat0.007870848
Severe Toxicity0.0009584427
Low Tox 0.009361716 Constructive 0.55 Meta_Commentary
Jan 7, 2026 1 likes Canadian Citizenship Test 2025 – …

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.