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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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "This video helped me pass …" 27 comments · Page 1 of 2
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's …
Very well done video & Thank YOU for showcasing the point of view from "real Canadians". As an immigrant who came to this country & fell in love with its culture 40 years ago, it's appalling to see how our beautiful first world country is quickly becoming a gutter. The newcomers these days are the privileged ones. All of us need to speak up, especially those of us immigrants who retain our original accents &/ non-white because our white fellow Canadians are accused of being racist whenever they do (though many could learn to be more eloquent. ie. go back to your country does NOT help)! I see it as my Canadian duty to remind "misbehaving" newcomers the reason they left their country in the first place. ie. You chose Canada for a better life, so why try to change it into the one you left? ie. Help me understand your logic? Why not leave your hate & war at the border; just like normal folks won't bring stinky garbage into their new homes. Life is challenging enough when you uprooted to a new country (especially our unforgiving cold Winter). So, just focus on the positive things in your new country & leave all your miseries behind... ie. Learn to adapt & enjoy your new country. Canada is a great country because of the love & effort of those before you, so now you are the beneficiary. Join the legacy by enhancing this beautiful country & its culture, so you can pass on this century old legacy for later newcomers to enjoy, like you do now. What dignity do you have & what kind of life lessons to your children by bullying your culture & religion into Canada at the expense of other Canadians? This will fracture Canada if everyone does that. Do you want this country to become so fractured & terrible that your descendants have to leave for a better country, like you did? Is that what your religion teaches you? Does it state it's perfectly fine to satisfy all your whims & wishes at the expense of others? Are you striving for Canadians to think badly of your race/culture? Are you being a good ambassador to your race/community/culture/religion? Canadians are so friendly & helpful, if you need help, just ask, please don't demand. Learn the language & it's ok to speak broken/pigeon English with gestures to communicate. No one expects you to be an English scholar; you gain respect for trying. Apply some basic Canadians manners, which goes a long way... Please & Thank You, Smile doesn't cost you anything, besides it's good exercise for your facial muscles. I worked my entire career with the public, I very seldom encounter negative feedback when I do the above. If they get nasty, I tell them that's definitely not the Canadian way to make friends & wish them Good Luck! I also make a point in telling the wealthy ones "Tax Avoidance is legal (I'm more than happy to show them), but Tax Evasion is not! Then reminding them....Canada will be bankrupt eventually if everyone don't pay their fair share of taxes. ie. You may not suffer, but your children/grandchildren will. Worst Case scenario, you didn't get the necessary medical care when you most needed it!!! We should lobby for a mandatory course that all newcomers have to take & PASS a test about Canadian culture & expectations. If they fail, no citizenship for sure! But that would be another hornets nest because our parliament will debate over definition of "Canadian Culture" for decades. Welcome to Canada!😂
Identity Attack0.29798782
Insult0.1669316
Profanity0.028776871
Threat0.008039144
Severe Toxicity0.008392334
Low Tox 0.28547668 Constructive 0.831
Sep 12, 2025 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 just want to say my gratitude to the people behind this video, it helped me passed my test 18/20.
I just want to say my gratitude to the people behind this video, it helped me passed my test 18/20.
Identity Attack0.00984143
Insult0.013364912
Profanity0.025497584
Threat0.010680079
Severe Toxicity0.0030326843
Low Tox 0.039226998 Constructive 0.573
Dec 22, 2025 9 likes Canadian Citizenship Test 2025 – …
I want to say a big thank you for this video it help me to pass my citizens test Friday the 14th of November 2025 at 9:10 it only take me 10 minutes to complete …
I want to say a big thank you for this video it help me to pass my citizens test Friday the 14th of November 2025 at 9:10 it only take me 10 minutes to complete the test
Identity Attack0.008768492
Insult0.010210892
Profanity0.020510335
Threat0.011120236
Severe Toxicity0.0029182434
Low Tox 0.034748793 Constructive 0.561 Personal_Narrative
Nov 14, 2025 1 likes Canadian Citizenship Test 2025 – …
Thanks, I just passed and scored 20/20 in 7 minutes. The questions were so easy, straight from the book and this video helped a lot. I also did a lot of mock tests.
Thanks, I just passed and scored 20/20 in 7 minutes. The questions were so easy, straight from the book and this video helped a lot. I also did a lot of mock tests.
Identity Attack0.0068446035
Insult0.012870909
Profanity0.029050145
Threat0.009359611
Severe Toxicity0.002231598
Low Tox 0.034277402 Constructive 0.65 Personal_Narrative
Jan 26, 2026 15 likes Canadian Citizenship Test 2025 – …
Today i gave my test and got 18/20 correct. After watching this video. I passed the test in first attempt. Didn’t study anything else except this video. Very helpful thank you so much for uploading …
Today i gave my test and got 18/20 correct. After watching this video. I passed the test in first attempt. Didn’t study anything else except this video. Very helpful thank you so much for uploading it🙏🙏
Identity Attack0.00673361
Insult0.010058892
Profanity0.019212283
Threat0.009437286
Severe Toxicity0.0021362305
Low Tox 0.027206551 Constructive 0.557
Dec 14, 2025 9 likes Canadian Citizenship Test 2025 – …
This video is really helpful. I finally pass my test today after watching it for twice and thank you so much 😍
This video is really helpful. I finally pass my test today after watching it for twice and thank you so much 😍
Identity Attack0.007843546
Insult0.010248893
Profanity0.027000591
Threat0.010783645
Severe Toxicity0.0027656555
Low Tox 0.026970858 Constructive 0.541 Meta_Commentary
Jul 17, 2025 3 likes Canadian Citizenship Test 2025 – …
I just want to say Thank you to the person who created this video, today I pass my exam and I got 16/20 in first attempt . Thank you so much for this helpful video
I just want to say Thank you to the person who created this video, today I pass my exam and I got 16/20 in first attempt . Thank you so much for this helpful video
Identity Attack0.006437627
Insult0.010210892
Profanity0.019963788
Threat0.009230154
Severe Toxicity0.0022411346
Low Tox 0.025792383 Constructive 0.586 Personal_Narrative
Jun 5, 2025 8 likes Canadian Citizenship Test 2025 – …
Thank you for this video . I listen this video only 1 time full and 2nd time half I pass the test it was so helpful
Thank you for this video . I listen this video only 1 time full and 2nd time half I pass the test it was so helpful
Identity Attack0.007029593
Insult0.010248893
Profanity0.021740068
Threat0.010395273
Severe Toxicity0.0026130676
Low Tox 0.025674535 Constructive 0.557 Solidarity
Jan 27, 2026 5 likes Canadian Citizenship Test 2025 – …
This video helped me pass my test very easily.. passed in 7 mins with a 19/20.. very helpful. Thanks to the creator
This video helped me pass my test very easily.. passed in 7 mins with a 19/20.. very helpful. Thanks to the creator
Identity Attack0.006437627
Insult0.00979289
Profanity0.020442016
Threat0.009825659
Severe Toxicity0.0024032593
Low Tox 0.025320992 Constructive 0.594 Meta_Commentary
Feb 8, 2026 1 likes Canadian Citizenship Test 2025 – …
Very Helpful video. Just passed my test today. Thanks for making this video.
Very Helpful video. Just passed my test today. Thanks for making this video.
Identity Attack0.007806548
Insult0.009982891
Profanity0.021125201
Threat0.011430934
Severe Toxicity0.0025558472
Low Tox 0.024613906 Constructive 0.537 Meta_Commentary
Feb 23, 2026 4 likes Canadian Citizenship Test 2025 – …
Right now i passed my test😊just because of this video very very helpful.. thank you so muchhh for the video 🙏
Right now i passed my test😊just because of this video very very helpful.. thank you so muchhh for the video 🙏
Identity Attack0.0066596144
Insult0.009431887
Profanity0.019758832
Threat0.010058682
Severe Toxicity0.002193451
Low Tox 0.023553278 Constructive 0.537
Sep 25, 2025 2 likes Canadian Citizenship Test 2025 – …
I just passed my test now thank you very much form the person who made this super helpful video all of the questions was from this video mmmmmmmuch recommend 🥳🙏
I just passed my test now thank you very much form the person who made this super helpful video all of the questions was from this video mmmmmmmuch recommend 🥳🙏
Identity Attack0.0064006294
Insult0.009279887
Profanity0.01982715
Threat0.009722093
Severe Toxicity0.0022792816
Low Tox 0.02308189 Constructive 0.617 Advertisement_Spam
Sep 14, 2025 3 likes Canadian Citizenship Test 2025 – …
Special thanks to everyone who made comments to strengthen the credibility of this collection of questions. Indeed they are of immense help. Just passed 19/20 solely by playing this video 3x and on 2x speed. …
Special thanks to everyone who made comments to strengthen the credibility of this collection of questions. Indeed they are of immense help. Just passed 19/20 solely by playing this video 3x and on 2x speed. Best of luck everyone 🍁
Identity Attack0.0058826595
Insult0.00971689
Profanity0.018597418
Threat0.009178371
Severe Toxicity0.001783371
Low Tox 0.021549871 Constructive 0.647 Meta_Commentary
Dec 18, 2025 7 likes Canadian Citizenship Test 2025 – …
Good evening! I just want to say thank you to the person who made and uploaded this video. I only listened to this video twice and passed my citizenship examination today. All the questions and …
Good evening! I just want to say thank you to the person who made and uploaded this video. I only listened to this video twice and passed my citizenship examination today. All the questions and answers in this video are very helpful. I highly recommend this video to those who are planning to take their citizenship exam. I wish you all the best. Cheers!
Identity Attack0.007029593
Insult0.009089886
Profanity0.01805087
Threat0.009385503
Severe Toxicity0.0018119812
Low Tox 0.02107848 Constructive 0.711 Personal_Narrative
Jun 2, 2025 5 likes Canadian Citizenship Test 2025 – …
Thank you so much. I have passed my citizenship test and this video was very helpful. Cheers
Thank you so much. I have passed my citizenship test and this video was very helpful. Cheers
Identity Attack0.007214582
Insult0.009013886
Profanity0.016616182
Threat0.008582866
Severe Toxicity0.0016784668
Low Tox 0.020842785 Constructive 0.566 Personal_Narrative
Jan 5, 2026 1 likes Canadian Citizenship Test 2025 – …
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 – …
Thank you so much to the person who made this video! I just took my test today and passed on my first attemp, I got 19 out of 20. I’ve watched this video 6 times …
Thank you so much to the person who made this video! I just took my test today and passed on my first attemp, I got 19 out of 20. I’ve watched this video 6 times and never read the book. This video is good enough to help me with the test.
Identity Attack0.0058086636
Insult0.008994885
Profanity0.019280603
Threat0.009359611
Severe Toxicity0.0017261505
Low Tox 0.019100413 Constructive 0.643
Jul 22, 2025 38 likes Canadian Citizenship Test 2025 – …
Thank you so much for putting this video together! I passed my citizenship test today with a score of 19 out of 20. The questions were surprisingly simple. I read the guide once and watched …
Thank you so much for putting this video together! I passed my citizenship test today with a score of 19 out of 20. The questions were surprisingly simple. I read the guide once and watched your video once, and that was all I needed. Truly appreciate the effort you put into making it clear and helpful. 🙌
Identity Attack0.005771666
Insult0.008500882
Profanity0.01627459
Threat0.008466354
Severe Toxicity0.001449585
Low Tox 0.01646154 Constructive 0.695
Jul 25, 2025 5 likes Canadian Citizenship Test 2025 – …
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 – …
The video was super helpful! 🙏 I passed the citizenship test — the questions were easy, and I had practiced a lot of tests. Honestly, I didn’t read the book at all. Huge thanks to …
The video was super helpful! 🙏 I passed the citizenship test — the questions were easy, and I had practiced a lot of tests. Honestly, I didn’t read the book at all. Huge thanks to the person who made this video! 💐 If anyone has questions, I’m happy to help 😊
Identity Attack0.005253696
Insult0.00808288
Profanity0.015967157
Threat0.008582866
Severe Toxicity0.0013828278
Low Tox 0.015330595 Constructive 0.666 Personal_Narrative
Jul 11, 2025 3 likes Canadian Citizenship Test 2025 – …
Completed test today. 18/20. This video was a great help. This video + basic understanding of Canada's geography + voting + politics -> I am sure anyonre can PASS easily with 15+/20
Completed test today. 18/20. This video was a great help. This video + basic understanding of Canada's geography + voting + politics -> I am sure anyonre can PASS easily with 15+/20
Identity Attack0.0040512653
Insult0.007797878
Profanity0.010604155
Threat0.00636914
Severe Toxicity0.00074386597
Low Tox 0.012126249 Constructive 0.623
Oct 17, 2025 1 likes Canadian Citizenship Test 2025 – …
Thank you so much this is a super helpful video I passed my test for second time on November 20, 2025 I just watched this video and never study discover Canada all my questions were …
Thank you so much this is a super helpful video I passed my test for second time on November 20, 2025 I just watched this video and never study discover Canada all my questions were from this video much recommended 😊🎉
Identity Attack0.0035147965
Insult0.006657871
Profanity0.010928668
Threat0.006641001
Severe Toxicity0.0007343292
Low Tox 0.008733413 Constructive 0.642
Dec 1, 2025 4 likes Canadian Citizenship Test 2025 – …
Just wanted to say thanks for making this video! 😊 It really helped me prepare and I passed my Canadian citizenship test 18 out of 20 today! 🙌 Appreciate your effort in sharing this info. …
Just wanted to say thanks for making this video! 😊 It really helped me prepare and I passed my Canadian citizenship test 18 out of 20 today! 🙌 Appreciate your effort in sharing this info. 👍
Identity Attack0.0042917514
Insult0.0066293706
Profanity0.010552917
Threat0.0065827454
Severe Toxicity0.00071048737
Low Tox 0.008482091 Constructive 0.678
Jan 12, 2026 2 likes Canadian Citizenship Test 2025 – …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out …
To the people that compiled these questions, thank you!! 👏🏻👏🏻I just took the test and got 20/20. I watched this video multiple times and it really helped me know so many details I missed out when reading discover Canada. If you’re in doubt, don’t be. This is an excellent resource that can get you to pass the test in one sitting!
Identity Attack0.0017666477
Insult0.0068098716
Profanity0.00993805
Threat0.006162008
Severe Toxicity0.00046730042
Low Tox 0.007602467 Constructive 0.685 Solidarity
Dec 27, 2025 11 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.