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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 #}

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Active: "I remember when we had …" 176 comments · Page 7 of 8
I did two work trips near Toronto, in a community predominately Indian and Punjab, and both times I worked with the same two Indian local contractors. The second time I came back unannounced, which lapsed …
I did two work trips near Toronto, in a community predominately Indian and Punjab, and both times I worked with the same two Indian local contractors. The second time I came back unannounced, which lapsed by like 6 months, they somehow remembered my name 😅 They weren't the brightest but I absolutely appreciate the respect they showed me, especially when they kept calling me Mr. FirstName.
Identity Attack0.029144434
Insult0.018001022
Profanity0.013951761
Threat0.006479179
Severe Toxicity0.0013637543
Low Tox 0.042657252 Constructive 0.755 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown …
Sometimes I don’t understand why people create content online that highlights specific communities or cultures in ways that can reinforce stereotypes. Just because someone belongs to a certain background doesn’t mean they represent everything shown on social media. Content like this can make others form generalized opinions, which can feel unfair and frustrating for individuals who don’t relate to those portrayals. The internet gives everyone a platform, but with that comes responsibility. Before creating content about communities, it’s important to remember that cultures are diverse and complex, and no single video can define them. At the end of the day, being respectful and human should come first. Which ethnicity you belong to , I can find 1000 flaws in your ethnicity. Just be humans . YouTube gives you leverage to talk shit. @TylerOliveira
Identity Attack0.008509507
Insult0.018710041
Profanity0.023106437
Threat0.0076507707
Severe Toxicity0.0015544891
Low Tox 0.04166769 Constructive 0.815 Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
Great to hear from Jason Kenney. Your immigration program was admirable. I do remember the fuss made when health care, etc. was greatly reduced for immigrants. I totally approved that action at the time.
Great to hear from Jason Kenney. Your immigration program was admirable. I do remember the fuss made when health care, etc. was greatly reduced for immigrants. I totally approved that action at the time.
Identity Attack0.021083053
Insult0.014238917
Profanity0.010604155
Threat0.0062526283
Severe Toxicity0.0010585785
Low Tox 0.038519915 Constructive 0.825 Personal_Narrative
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
remember folks, culture is derived from genetics. culture is a symptom not the source
remember folks, culture is derived from genetics. culture is a symptom not the source
Identity Attack0.014551271
Insult0.011882903
Profanity0.017982552
Threat0.0069646453
Severe Toxicity0.0016212463
Low Tox 0.037105743 Low Con 0.166 Unverified_Claim
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Remember there are 70,000 expired student visas that the government has lost track off. Let that sink in. Diversity is our strength.
Remember there are 70,000 expired student visas that the government has lost track off. Let that sink in. Diversity is our strength.
Identity Attack0.0061416444
Insult0.013972916
Profanity0.011611853
Threat0.009074804
Severe Toxicity0.0011587143
Low Tox 0.036634352 Constructive 0.554 Unverified_Claim
Feb 21, 2026 Canadian immigration officers investigating hundreds …
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 – …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond Library, studied the map and etc. Some I remember are: 1. What is the common term for someone elected in Federal elections? A. Riding Winner B. Member of Parliament C. Senate D. Federal Executive. 2. Which of the following represents being Canadian and expresses national identity? A. Symbols like Maple leaf B. Equality C. Unity D. Human Right Commission 3. Jury duty consists of partial jurors and past jurors (in similar meaning) True or False. 4. French and English are: A. Fighting rebellion in 1800s B. French joined hands with Americans to fight against English C. Lived together for 300 years D. All of the above 5. Got a basic question about suffrage movement 6. What are prairie provinces? Saskatchewan, Alberta, Manitoba (SAM) 7. I got a question about provinces from west to east on Canada map. Please look and memorize the provinces locations. 8. Got a question about Peace Arch in Blaine 9. Question about Peace Tower like what was built after first world War. 10. Question about Aboriginals. Ans: First Nations, Metis and Inuits 11. Branches of Parliament Ans: Sovereign, House of commons and Senate 12. Courts do: Ans: Settle disputes These all what I remember. I am not sure which ones I got wrong. Might be in the first 5 I posted here. Test is not difficult but it is better to go through this video multiple times and do some other mock tests as well, in my opinion. Thank you and All the Best 😊
Identity Attack0.010729378
Insult0.017227544
Profanity0.015010698
Threat0.006647474
Severe Toxicity0.0014209747
Low Tox 0.032863233 Constructive 0.818 Personal_Narrative
Feb 10, 2026 21 likes Canadian Citizenship Test 2025 – …
I thought I remembered learning there were travelers and traders from East and South Asia along the western coast before Europeans came to this continent.
I thought I remembered learning there were travelers and traders from East and South Asia along the western coast before Europeans came to this continent.
Identity Attack0.02128403
Insult0.011274899
Profanity0.013883443
Threat0.006757513
Severe Toxicity0.0012397766
Low Tox 0.032627538 Moderate Con 0.434
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Does anybody remember the air India thing?
Does anybody remember the air India thing?
Identity Attack0.014249804
Insult0.011274899
Profanity0.018597418
Threat0.008285114
Severe Toxicity0.0018596649
Low Tox 0.03109552 Low Con 0.269
Sep 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
*REMEMBER KALERGI PLAN?* 🧃🧃🧃☪️☪️☪️
*REMEMBER KALERGI PLAN?* 🧃🧃🧃☪️☪️☪️
Identity Attack0.0035702933
Insult0.010628895
Profanity0.018392462
Threat0.006246155
Severe Toxicity0.0032806396
Low Tox 0.025085296 Low Con 0.242 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
But but the liberal government in Canada knows what is best for you . REMEMBER?
But but the liberal government in Canada knows what is best for you . REMEMBER?
Identity Attack0.0068446035
Insult0.012680908
Profanity0.010177165
Threat0.00636914
Severe Toxicity0.00091552734
Low Tox 0.022728346 Low Con 0.235
Aug 25, 2025 Why Canadians Are Turning Against …
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
The last year the conservatives were in power they brought in over 300k and TFWs this kept wages low and impacted services remember that
Identity Attack0.0035332954
Insult0.012072904
Profanity0.010979908
Threat0.006265574
Severe Toxicity0.000705719
Low Tox 0.021314176 Constructive 0.613 Economic_Argument
Feb 24, 2026 'We do know that there's …
I was only there once, about 55 years ago. I remember a sleepy little town.
I was only there once, about 55 years ago. I remember a sleepy little town.
Identity Attack0.00310782
Insult0.011578901
Profanity0.011560614
Threat0.0066927844
Severe Toxicity0.00078201294
Low Tox 0.020960633 Moderate Con 0.462 Personal_Narrative
Oct 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise to end FPTP? Yeah I had a little hope for that, that could have saved Canada.
Identity Attack0.0027378413
Insult0.012186904
Profanity0.010433359
Threat0.0063108844
Severe Toxicity0.0006580353
Low Tox 0.01834645 Constructive 0.654 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …
And we are not divided over it, not at all Canada has never been so united I don’t remember the country ever being in this unit. I’m 58 years old. I’m happy that we are.
And we are not divided over it, not at all Canada has never been so united I don’t remember the country ever being in this unit. I’m 58 years old. I’m happy that we are.
Identity Attack0.0055866763
Insult0.008576883
Profanity0.010108846
Threat0.006220264
Severe Toxicity0.0006914139
Low Tox 0.013948329 Constructive 0.627 Identity_Assertion
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
just remember, the fact this is happening everywhere isn't a coincidence.
just remember, the fact this is happening everywhere isn't a coincidence.
Identity Attack0.0018313939
Insult0.0076268767
Profanity0.0108774295
Threat0.0066215824
Severe Toxicity0.0006723404
Low Tox 0.013382856 Low Con 0.281
Jan 27, 2026 Inside Canada's Indian Invasion...
19/20 and this guide helped me with at least 2 of those (i could remember having learned them here). This was legit.
19/20 and this guide helped me with at least 2 of those (i could remember having learned them here). This was legit.
Identity Attack0.0034408006
Insult0.007721877
Profanity0.013131939
Threat0.007353018
Severe Toxicity0.000910759
Low Tox 0.013257195 Constructive 0.56 Meta_Commentary
Nov 20, 2025 Canadian Citizenship Test 2025 – …
lets all remember , justintrudeau n left want 100m by 2050
lets all remember , justintrudeau n left want 100m by 2050
Identity Attack0.0024603575
Insult0.008956885
Profanity0.009818493
Threat0.0063367756
Severe Toxicity0.0006723404
Low Tox 0.0131943645 Moderate Con 0.301
Dec 25, 2025 Deportations From Canada at Their …
Remember, you all voted for Trudeau and voted for Carrey.
Remember, you all voted for Trudeau and voted for Carrey.
Identity Attack0.0021181274
Insult0.008880884
Profanity0.009280485
Threat0.0059160385
Severe Toxicity0.00053167343
Low Tox 0.012503231 Low Con 0.226
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Remember Trivalley school !
Remember Trivalley school !
Identity Attack0.0024048607
Insult0.008443882
Profanity0.010604155
Threat0.0062332097
Severe Toxicity0.0007867813
Low Tox 0.011120965 Moderate Con 0.381 Meta_Commentary
Nov 16, 2025 IRCC Names India in Study …
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
So sad 😢 I remember going there like 25 years or so ago. It was such a great place. So clean & the people were so cool.
Identity Attack0.0023216156
Insult0.007303875
Profanity0.012004685
Threat0.0067834044
Severe Toxicity0.000834465
Low Tox 0.010806813 Constructive 0.59 Personal_Narrative
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I remember Tiger Singh the ex wrestler who became businessman in Brampton. He was very famous in the world of Australian wrestling in the early 1970’s.
I remember Tiger Singh the ex wrestler who became businessman in Brampton. He was very famous in the world of Australian wrestling in the early 1970’s.
Identity Attack0.0032743104
Insult0.007170874
Profanity0.011184863
Threat0.0067898775
Severe Toxicity0.00061035156
Low Tox 0.009361716 Constructive 0.602 Personal_Narrative
Dec 3, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Just pass the test with 20/19 🎉🎉thank you to the creator of the video as i havent go throught thw discover canada pdf but only was reliable to this video nd all the questions were …
Just pass the test with 20/19 🎉🎉thank you to the creator of the video as i havent go throught thw discover canada pdf but only was reliable to this video nd all the questions were from this but just a heads up that test questions can b tricky so remember the questions as the questions can be asked as answers and the answer can be asked as questions
Identity Attack0.001951637
Insult0.0066388706
Profanity0.010057608
Threat0.006317357
Severe Toxicity0.0005507469
Low Tox 0.007539637 Constructive 0.723 Meta_Commentary
Feb 4, 2026 3 likes Canadian Citizenship Test 2025 – …
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care …
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care less what difficulties canuks have getting into the USA.
Identity Attack0.00025209007
Insult0.00037682502
Profanity0.00003760204
Threat0.00006585158
Severe Toxicity0.0000024011076
Low Tox 0.0012392753
Dec 8, 2025 1 likes
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's …
It's getting more and more difficult to want to go on a nice trip. Between the long line ups to enter the countries, filling out paperwork, being treated like a criminal at the border it's not worth it. I can remember crossing a few years back before COVID my stomach would do flip flops waiting in the line and it should never be like that
Identity Attack0.00007683819
Insult0.00023573764
Profanity0.000022703574
Threat0.000026121497
Severe Toxicity0.0000022189006
Low Tox 0.00061102543 Personal_Narrative
Dec 8, 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.