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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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "So how much are they …" 844 comments · Page 31 of 34
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 – …
I passed my test today and this video was the only resource I studied from thank you so much.❤❤❤❤
I passed my test today and this video was the only resource I studied from thank you so much.❤❤❤❤
Identity Attack0.006030651
Insult0.010210892
Profanity0.020988565
Threat0.009385503
Severe Toxicity0.0025749207
Low Tox 0.02543884 Constructive 0.561
May 21, 2025 15 likes Canadian Citizenship Test 2025 – …
Thank you so much for this video! It really helped me, and I was able to score 19/20 on my citizenship exam..
Thank you so much for this video! It really helped me, and I was able to score 19/20 on my citizenship exam..
Identity Attack0.00847251
Insult0.009526889
Profanity0.019758832
Threat0.009566744
Severe Toxicity0.0020599365
Low Tox 0.024731753 Constructive 0.591
Aug 19, 2025 1 likes Canadian Citizenship Test 2025 – …
Pretty much UKs Southall 😅
Pretty much UKs Southall 😅
Identity Attack0.007473567
Insult0.011236899
Profanity0.016342908
Threat0.00713294
Severe Toxicity0.0013637543
Low Tox 0.024731753 Moderate Con 0.316
Jan 27, 2026 Inside Canada's Indian Invasion...
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new …
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new environment. What I do not fully agree with is when you complain about the social benefits given by the government to newcomers. It is not free money; we will pay it back later in taxes. We cannot build life projects depending on these benefits. Ask each newcomer if they are satisfied with these benefits rather than a good job. We want to contribute to the economy of this beautiful country. For example, I came to Canada with specific goals, including starting an IT company, which was difficult to achieve at home due to lack of opportunities. So, don't blame immigrants too much; in my opinion, responsibilities should be shared among all of us, including the government.
Identity Attack0.006696612
Insult0.013896915
Profanity0.011816809
Threat0.0062526283
Severe Toxicity0.0008869171
Low Tox 0.024260364 Constructive 0.915 Personal_Narrative
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
Thank you so much! I give test today i got 17/20! Its really helpful! I just go through this video 2,3 times which helps me alot!
Thank you so much! I give test today i got 17/20! Its really helpful! I just go through this video 2,3 times which helps me alot!
Identity Attack0.0066596144
Insult0.009678889
Profanity0.02208166
Threat0.010239923
Severe Toxicity0.002412796
Low Tox 0.02402467 Constructive 0.597 Meta_Commentary
Dec 21, 2025 4 likes Canadian Citizenship Test 2025 – …
Thankyou so much i have passed my exam today 16/20 because i watch this video ❤
Thankyou so much i have passed my exam today 16/20 because i watch this video ❤
Identity Attack0.006363631
Insult0.0096028885
Profanity0.021876704
Threat0.008945347
Severe Toxicity0.0022602081
Low Tox 0.023906821 Constructive 0.522 Personal_Narrative
Jul 31, 2025 3 likes Canadian Citizenship Test 2025 – …
hi, i just want to say thank you. i watched your video and completed my test 18 out of 20. Thank you so much for making this video
hi, i just want to say thank you. i watched your video and completed my test 18 out of 20. Thank you so much for making this video
Identity Attack0.008028535
Insult0.010362893
Profanity0.021740068
Threat0.010705971
Severe Toxicity0.002746582
Low Tox 0.023788974 Constructive 0.573 Meta_Commentary
Jun 21, 2025 2 likes Canadian Citizenship Test 2025 – …
I have so much to say, but the first thing that comes to mind is ‘wow, a CBC video where they didn’t block the comments section’
I have so much to say, but the first thing that comes to mind is ‘wow, a CBC video where they didn’t block the comments section’
Identity Attack0.0036997858
Insult0.010894896
Profanity0.013302735
Threat0.007262398
Severe Toxicity0.0010967255
Low Tox 0.023671126 Moderate Con 0.39
Nov 14, 2018 How much do refugees and …
Thank you so much for this video. I just passed the test with 19/20. I read book and then listen this video.
Thank you so much for this video. I just passed the test with 19/20. I read book and then listen this video.
Identity Attack0.0073255757
Insult0.00979289
Profanity0.021056883
Threat0.010835429
Severe Toxicity0.0023937225
Low Tox 0.023553278 Constructive 0.566 Meta_Commentary
Feb 26, 2026 1 likes Canadian Citizenship Test 2025 – …
Thank you so much for preparing this video. It would be helpful for me too.
Thank you so much for preparing this video. It would be helpful for me too.
Identity Attack0.00776955
Insult0.009336887
Profanity0.022149978
Threat0.011120236
Severe Toxicity0.0027275085
Low Tox 0.023317585 Moderate Con 0.442 Advertisement_Spam
Jul 8, 2025 2 likes Canadian Citizenship Test 2025 – …
Wow $420 saved for the middle class that will help so much 🙄
Wow $420 saved for the middle class that will help so much 🙄
Identity Attack0.0045507364
Insult0.011008898
Profanity0.011560614
Threat0.006738094
Severe Toxicity0.0010442734
Low Tox 0.023317585 Low Con 0.244 Humor_Satire
Jan 6, 2026 238 likes Canada’s new rules in 2026
Thank you so much for these who did this video- I did my test today got 20/20. Just read the book and watched this video. Thank you once again!
Thank you so much for these who did this video- I did my test today got 20/20. Just read the book and watched this video. Thank you once again!
Identity Attack0.0073995716
Insult0.009507888
Profanity0.019963788
Threat0.010188141
Severe Toxicity0.0021362305
Low Tox 0.023199737 Constructive 0.586 Meta_Commentary
Dec 20, 2025 3 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 – …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 immigrant/year, china 20.000 immigrants/year,....). The second, canada must empower for each territories/provinces to decide how much foreign people can study/work/live in there
Identity Attack0.015857628
Insult0.008994885
Profanity0.009562299
Threat0.006356194
Severe Toxicity0.0008916855
Low Tox 0.022964042 Constructive 0.576 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
I'd love you to come to Sarnia, Ontario and see the takeover here. Nobody talks about it much. Woke city council tries to make sure of that.
I'd love you to come to Sarnia, Ontario and see the takeover here. Nobody talks about it much. Woke city council tries to make sure of that.
Identity Attack0.0029413297
Insult0.012718908
Profanity0.011902207
Threat0.0065180166
Severe Toxicity0.0008010864
Low Tox 0.022139108 Moderate Con 0.475 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you so much for this video ,I just passed the test 19/20🎉
Thank you so much for this video ,I just passed the test 19/20🎉
Identity Attack0.006474625
Insult0.009241886
Profanity0.02030538
Threat0.010084574
Severe Toxicity0.0022792816
Low Tox 0.021903414 Moderate Con 0.499 Meta_Commentary
Feb 27, 2026 2 likes Canadian Citizenship Test 2025 – …
They all realize Canada is a much better country
They all realize Canada is a much better country
Identity Attack0.011099357
Insult0.010134893
Profanity0.012073003
Threat0.0064079775
Severe Toxicity0.0011444092
Low Tox 0.021903414 Low Con 0.279
Dec 25, 2025 Deportations From Canada at Their …
thank you so much I was passad my best 19 out of 20.
thank you so much I was passad my best 19 out of 20.
Identity Attack0.0034777985
Insult0.010970897
Profanity0.014703264
Threat0.007365964
Severe Toxicity0.0012588501
Low Tox 0.021785567 Constructive 0.543 Meta_Commentary
Dec 24, 2025 1 likes Canadian Citizenship Test 2025 – …
Portugal made it much more difficult to apply bcos of uncontrolled numbers ..... now new applications might get delayed ...?.
Portugal made it much more difficult to apply bcos of uncontrolled numbers ..... now new applications might get delayed ...?.
Identity Attack0.00673361
Insult0.010856897
Profanity0.0113215
Threat0.0065568537
Severe Toxicity0.0008535385
Low Tox 0.021667719 Moderate Con 0.364 Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
We can't solve the problems in other countries, or the world, by simply opening our borders to all. A large percentage of refugee claimants are fleeing economic poverty, not political persecution. Its unfortunate that Trudeaus …
We can't solve the problems in other countries, or the world, by simply opening our borders to all. A large percentage of refugee claimants are fleeing economic poverty, not political persecution. Its unfortunate that Trudeaus promises/actions have compounded our problems and are costing us a great deal in deportation management, but the alternative would be much worse. Lets change the system for the better, and develop ways to increase our birthrates internally.
Identity Attack0.00899048
Insult0.010362893
Profanity0.009681856
Threat0.0068028234
Severe Toxicity0.0008773804
Low Tox 0.021667719 Constructive 0.719 Policy_Critique
Dec 24, 2025 1 likes Deportations From Canada at Their …
Thank you so much for creating this video! I passed the exam yesterday October 17,2025 on my first try after just one week of listening to this while driving, without even reading the book
Thank you so much for creating this video! I passed the exam yesterday October 17,2025 on my first try after just one week of listening to this while driving, without even reading the book
Identity Attack0.0039772694
Insult0.008728883
Profanity0.016479544
Threat0.008789998
Severe Toxicity0.0016212463
Low Tox 0.021314176 Constructive 0.526
Oct 18, 2025 1 likes Canadian Citizenship Test 2025 – …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
How much did they cost us in free benefits before they left? Should be zero government benefits unless you are a citizen.
How much did they cost us in free benefits before they left? Should be zero government benefits unless you are a citizen.
Identity Attack0.0035332954
Insult0.011198899
Profanity0.009767254
Threat0.006641001
Severe Toxicity0.00071048737
Low Tox 0.021314176 Low Con 0.267 Economic_Argument
Dec 27, 2025 Deportations From Canada at Their …
Too much $50,000 really
Too much $50,000 really
Identity Attack0.0036997858
Insult0.010172892
Profanity0.015557245
Threat0.007340072
Severe Toxicity0.0013923645
Low Tox 0.021196328 Moderate Con 0.382
Sep 27, 2019 1 likes How much do refugees and …

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.