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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

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Active: "Now that you have finished …" 62 comments · Page 3 of 3
This hits heavy for students that came here legally, finished their careers, got a job and are law abiding immigrants who are looking for a chance to be PR.
This hits heavy for students that came here legally, finished their careers, got a job and are law abiding immigrants who are looking for a chance to be PR.
Identity Attack0.027413858
Insult0.013934915
Profanity0.012414595
Threat0.007301235
Severe Toxicity0.0012779236
Low Tox 0.03969839 Constructive 0.6 Personal_Narrative
Oct 1, 2025 IRCC Names India in Study …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher …
Snippet: Getting a college degree in native land should be less stressful than studying abroad -- as in studying in Canada or United States. Foreign countries and its schools would most likely have a higher standards and expectations foreign students might find more textually challenging and tuition-costly. Immigration or Immigrant Policy is an entirely separate entry into a foreign country vs. based on student's visa, which is timed. I would go back home and finish up school there and earn back home -- visiting other land temporarily is fine, but not live with them full-time. FYI - Canada & USA are brothers biologically -- they are Anglo-Saxon and owned both countries and everything in it. be blessed. nov2025
Identity Attack0.014450782
Insult0.018258847
Profanity0.01220964
Threat0.006738094
Severe Toxicity0.0013160706
Low Tox 0.03969839 Constructive 0.759
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a question about start of the modern energy industry, it had given timefram and what was the energy . I chose the Oil Alberta 1947 , which was correct. It has I think hydroelectricity Quebec 1980 as another answer closest for choice. Another question I remember True false , it has 3 names Question was are these one of the great inventors of Canada. So I would suggest you take note of Greatest inventors of Canada. There are multiple. Many answers of questions are too easy to eliminate because they don't make sense at all. You are mostly between 2 answers easily. If you just study this video I think you'll surely pass 😅. Another question was ; Who are appointed by on the advice of Prime minister? Answers; Memebers of parliement Mayors Senators Citizens Obviously Senators was the answer but answers might differ, so just study the other applicable answers for the questions.
Identity Attack0.0055866763
Insult0.016936934
Profanity0.015215653
Threat0.007353018
Severe Toxicity0.0014209747
Low Tox 0.034984488 Constructive 0.721 Meta_Commentary
Jan 28, 2026 8 likes Canadian Citizenship Test 2025 – …
It's too late, guys. They're not taking over. They've already done it. It's a finished process.
It's too late, guys. They're not taking over. They've already done it. It's a finished process.
Identity Attack0.0034592997
Insult0.012262905
Profanity0.015728042
Threat0.008841781
Severe Toxicity0.0012397766
Low Tox 0.029917045 Low Con 0.173
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
So, I am applying to TEMPORARY working visa, and when that term is finished, and the government decides not to extend my TEMPORARY visa, I say, oh, wait, I invested so much money in this …
So, I am applying to TEMPORARY working visa, and when that term is finished, and the government decides not to extend my TEMPORARY visa, I say, oh, wait, I invested so much money in this to be PERMANENT, nobody does such an investment to COME BACK to my country... Interesting.
Identity Attack0.0073255757
Insult0.012414906
Profanity0.011663092
Threat0.0059548756
Severe Toxicity0.00092983246
Low Tox 0.029445656 Moderate Con 0.434 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Love your videos. To me, a good content creator keeps your eyes glued to the screen from start to finish. I feel most of your videos do that for me. Keep it up thanks for …
Love your videos. To me, a good content creator keeps your eyes glued to the screen from start to finish. I feel most of your videos do that for me. Keep it up thanks for what you do !
Identity Attack0.0071035884
Insult0.010894896
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0026130676
Low Tox 0.026617315 Constructive 0.629
Sep 19, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
I studied 4 times, and passed my exam yesterday with 20 out of 20. Good thing was I had 45minutes to complete to test, but when I completed remaining time was 37minutes. I finished in …
I studied 4 times, and passed my exam yesterday with 20 out of 20. Good thing was I had 45minutes to complete to test, but when I completed remaining time was 37minutes. I finished in 8minutes. Thanks a lot. Exam is not rocket science do not worry 😊😊
Identity Attack0.0034592997
Insult0.008633883
Profanity0.015283971
Threat0.007961469
Severe Toxicity0.0013542175
Low Tox 0.019728716 Constructive 0.675 Personal_Narrative
Nov 13, 2025 1 likes Canadian Citizenship Test 2025 – …
Temporary means a specific amount of time! Once the time has run out that means one needs to prepare to return to where one came from. Not assuming one has automatically gained citizenship finishing the …
Temporary means a specific amount of time! Once the time has run out that means one needs to prepare to return to where one came from. Not assuming one has automatically gained citizenship finishing the temporary workers permits/visa. Time's up,time to carry on!
Identity Attack0.0029968263
Insult0.008956885
Profanity0.010757872
Threat0.0072235605
Severe Toxicity0.00084400177
Low Tox 0.017215505 Constructive 0.531 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …
My understanding is the program is like a pipeline. To be just, the government should close the entry point, but not eliminate the pipeline until all those who are in it finish the process.
My understanding is the program is like a pipeline. To be just, the government should close the entry point, but not eliminate the pipeline until all those who are in it finish the process.
Identity Attack0.0020071338
Insult0.0073988754
Profanity0.010587076
Threat0.007741391
Severe Toxicity0.0007724762
Low Tox 0.012440401 Moderate Con 0.489
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
Tardy 27-may 11am it’s finished the test 16/20 passed🎉
Tardy 27-may 11am it’s finished the test 16/20 passed🎉
Identity Attack0.0022198714
Insult0.0072088744
Profanity0.011628932
Threat0.0070164283
Severe Toxicity0.00086307526
Low Tox 0.010806813 Moderate Con 0.421 Personal_Narrative
May 27, 2025 4 likes Canadian Citizenship Test 2025 – …
Super helpful! Thank you for this video! 🙏 Most questions were True/False and fill-in-the-blanks, with a few MCQs. I scored 20/20 and finished in 5 minutes. Also study the Discover Canada PDF along with this. …
Super helpful! Thank you for this video! 🙏 Most questions were True/False and fill-in-the-blanks, with a few MCQs. I scored 20/20 and finished in 5 minutes. Also study the Discover Canada PDF along with this. Highly recommended!🎉🎉🎉
Identity Attack0.002192123
Insult0.0070473733
Profanity0.009835573
Threat0.006194372
Severe Toxicity0.0005364418
Low Tox 0.00804228 Constructive 0.674
Dec 31, 2025 6 likes Canadian Citizenship Test 2025 – …
Canada is only providing Education for international students.Once education progrrame is finished, send all foreign students to their home town from where they came.Let candian citezen live peacefully.Why they have to suffer?
Canada is only providing Education for international students.Once education progrrame is finished, send all foreign students to their home town from where they came.Let candian citezen live peacefully.Why they have to suffer?
Identity Attack0.0005124239
Insult0.0012977398
Profanity0.00004849215
Threat0.00033248062
Severe Toxicity0.000003852819
Low Tox 0.0050464505 Policy_Critique
Apr 15, 2025 1 likes

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.