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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 #}

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Active: "I just came from there …" 649 comments · Page 26 of 26
Canada government has to frequently check all businesses owned by people who came to Canada and are Canadians by naturalization. Because, when they hire employees they hire their people no other people and if they …
Canada government has to frequently check all businesses owned by people who came to Canada and are Canadians by naturalization. Because, when they hire employees they hire their people no other people and if they hire outside their community they hire one or may be two. That is it. So businesses in canada have to be checked if the employees are from different country of orgin.
Identity Attack0.012441003
Insult0.009469888
Profanity0.00950252
Threat0.0059548756
Severe Toxicity0.0007009506
Low Tox 0.02048268 Moderate Con 0.375 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
It does not come in the same form of questions,but in another way I did a study from the video,but the questions came in a different way from the video completely.
It does not come in the same form of questions,but in another way I did a study from the video,but the questions came in a different way from the video completely.
Identity Attack0.0060676485
Insult0.009013886
Profanity0.017914234
Threat0.008531082
Severe Toxicity0.0014877319
Low Tox 0.02035702 Constructive 0.535 Meta_Commentary
Dec 30, 2025 1 likes Canadian Citizenship Test 2025 – …
"I came here as a student" - Every Brampton resident
"I came here as a student" - Every Brampton resident
Identity Attack0.008509507
Insult0.010552894
Profanity0.0108774295
Threat0.0062849927
Severe Toxicity0.0008869171
Low Tox 0.020231359 Moderate Con 0.405
Sep 22, 2025 4,980 likes Inside Canada's Indian Metropolis (Brampton)
YES finally you came to Canada!! I live near Brampton
YES finally you came to Canada!! I live near Brampton
Identity Attack0.007917541
Insult0.009165886
Profanity0.011628932
Threat0.0066280556
Severe Toxicity0.0011205673
Low Tox 0.01859777 Constructive 0.502 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
my family came to BC in 1958
my family came to BC in 1958
Identity Attack0.006363631
Insult0.008443882
Profanity0.01620627
Threat0.0076766624
Severe Toxicity0.0013542175
Low Tox 0.01859777 Moderate Con 0.394
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
"i came here as a student" you just hear that everywhere now, canada, usa, europe all the same
"i came here as a student" you just hear that everywhere now, canada, usa, europe all the same
Identity Attack0.006955597
Insult0.009545889
Profanity0.010996987
Threat0.006194372
Severe Toxicity0.00074863434
Low Tox 0.01859777 Moderate Con 0.344
Oct 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I now passed 18/20. I've used many different sources. This was the BEST. 99% of questions came from here. MUCH THANKS!!!😊
I now passed 18/20. I've used many different sources. This was the BEST. 99% of questions came from here. MUCH THANKS!!!😊
Identity Attack0.0042917514
Insult0.009279887
Profanity0.01579636
Threat0.007754337
Severe Toxicity0.0014686584
Low Tox 0.018095128 Constructive 0.646 Personal_Narrative
Jun 2, 2025 3 likes Canadian Citizenship Test 2025 – …
One man that said "the price was right so I came".... he couldn't possibly mean affordability in Canada sooo yeah that's pretty much what we figured. Definitely paid voters and changers.
One man that said "the price was right so I came".... he couldn't possibly mean affordability in Canada sooo yeah that's pretty much what we figured. Definitely paid voters and changers.
Identity Attack0.0037922803
Insult0.0116169015
Profanity0.00997221
Threat0.0060196044
Severe Toxicity0.00062942505
Low Tox 0.018095128 Moderate Con 0.465 Unverified_Claim
Feb 3, 2026 Inside Canada's Indian Invasion...
My family came here in the 1700s on the Hector..
My family came here in the 1700s on the Hector..
Identity Attack0.0058456613
Insult0.008595883
Profanity0.014703264
Threat0.007547205
Severe Toxicity0.0011396408
Low Tox 0.017969469 Moderate Con 0.477
Aug 26, 2025 Why Canadians Are Turning Against …
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 parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could …
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could send for us plus he was told he had to buy a house
Identity Attack0.006992595
Insult0.00821588
Profanity0.01173141
Threat0.006440342
Severe Toxicity0.00081539154
Low Tox 0.01646154 Constructive 0.526 Personal_Narrative
Dec 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
it did nothing.... and everyone came in. Nothing complex... but specifically over use of TFW and international student
it did nothing.... and everyone came in. Nothing complex... but specifically over use of TFW and international student
Identity Attack0.0027378413
Insult0.008956885
Profanity0.012004685
Threat0.006246155
Severe Toxicity0.00074863434
Low Tox 0.015079274 Moderate Con 0.428 Policy_Critique
Jun 21, 2025 How Canada broke its immigration …
Imagine if some conservative PM came to power and brought an agency similar to I.C.E. to ...., Canada.
Imagine if some conservative PM came to power and brought an agency similar to I.C.E. to ...., Canada.
Identity Attack0.0034038029
Insult0.009868891
Profanity0.010228404
Threat0.0061425893
Severe Toxicity0.00061035156
Low Tox 0.014639461 Low Con 0.197
Sep 22, 2025 32 likes Inside Canada's Indian Metropolis (Brampton)
The level of entitlement is staggering. Quebec has the right to give or not to give the status, not obligation. I came to Canada legally and did all the paperwork and interviews back home. I …
The level of entitlement is staggering. Quebec has the right to give or not to give the status, not obligation. I came to Canada legally and did all the paperwork and interviews back home. I don’t understand how people come here and simply demand the PR status.
Identity Attack0.003644289
Insult0.009431887
Profanity0.009297565
Threat0.005883674
Severe Toxicity0.0004911423
Low Tox 0.0143253105 Constructive 0.641
Nov 24, 2025 Quebec Ends Economic Immigration Program …
So ..... they came on visa and that doesnt mean they decide weather to stay.
So ..... they came on visa and that doesnt mean they decide weather to stay.
Identity Attack0.004069764
Insult0.00815888
Profanity0.010706633
Threat0.0061296434
Severe Toxicity0.0006389618
Low Tox 0.013571346 Low Con 0.218 Question
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Wish I could have seen you, I watch all your videos, so cool you came to Canada! From Orangeville,Ontario
Wish I could have seen you, I watch all your videos, so cool you came to Canada! From Orangeville,Ontario
Identity Attack0.004384246
Insult0.0076838774
Profanity0.013405213
Threat0.0077284453
Severe Toxicity0.0012111664
Low Tox 0.012566062 Constructive 0.635
Jan 27, 2026 Inside Canada's Indian Invasion...
A lot has to do with the Canada's immigration policy and foreign policy. I came in 2010, this country has changed a lot.
A lot has to do with the Canada's immigration policy and foreign policy. I came in 2010, this country has changed a lot.
Identity Attack0.006955597
Insult0.007873878
Profanity0.009382962
Threat0.005974294
Severe Toxicity0.00056028366
Low Tox 0.012314741 Constructive 0.573 Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Sounds great! I'm so glad I came to Canada
Sounds great! I'm so glad I came to Canada
Identity Attack0.0048837173
Insult0.0074558756
Profanity0.012892825
Threat0.007145886
Severe Toxicity0.0009870529
Low Tox 0.011812098 Constructive 0.567 Solidarity
Jan 11, 2026 1 likes Canada’s new rules in 2026
I’m not sure where this information came from, recollection varies.
I’m not sure where this information came from, recollection varies.
Identity Attack0.0027563404
Insult0.0073798755
Profanity0.011389818
Threat0.0067316215
Severe Toxicity0.0006580353
Low Tox 0.011560776 Moderate Con 0.377
Aug 21, 2025 How much do refugees and …
I came from India in the 1900’s working as royal security unit decades before RCMP was founded.
I came from India in the 1900’s working as royal security unit decades before RCMP was founded.
Identity Attack0.0045322375
Insult0.0069143726
Profanity0.010604155
Threat0.006641001
Severe Toxicity0.0005555153
Low Tox 0.009298885 Moderate Con 0.483 Personal_Narrative
Dec 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks for sharing this.. I came here 17 years ago, and my kids grew here, and we faced the same challenges.
Thanks for sharing this.. I came here 17 years ago, and my kids grew here, and we faced the same challenges.
Identity Attack0.0032003147
Insult0.0067908717
Profanity0.011099464
Threat0.006647474
Severe Toxicity0.00066280365
Low Tox 0.009110395 Constructive 0.709 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
That's fine. I think we have permanent residents and new naturalized citizens that went to America that never came back to our country for decades that are not being reported to the public. America is …
That's fine. I think we have permanent residents and new naturalized citizens that went to America that never came back to our country for decades that are not being reported to the public. America is just trying to fix loophooles for their country.
Identity Attack0.00016808667
Insult0.0010283373
Profanity0.00006494519
Threat0.00003096067
Severe Toxicity0.000002250703
Low Tox 0.0021313783
Dec 7, 2025 3 likes
I came to Florida on Monday. Absolutely no problem. Didn't see anyone else have a problem.
I came to Florida on Monday. Absolutely no problem. Didn't see anyone else have a problem.
Identity Attack0.000132692
Insult0.00033207514
Profanity0.00002335873
Threat0.00003429134
Severe Toxicity0.0000019563013
Low Tox 0.0010015353 Personal_Narrative
Dec 10, 2025
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling …
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling immigrants who genuinely want to live in Canada shouldn't be your solution to these problems. After all, Canada came into existence thanks to immigrants, right? Reclaiming houses bought by foreigners who don't even reside in your country could be a better approach. Only citizens or permanent residents should have the right to buy or build real estate.
Identity Attack0.00021986593
Insult0.00016915216
Profanity0.000015848518
Threat0.0000326271
Severe Toxicity0.0000023333337
Low Tox 0.00056050584 Policy_Critique
May 16, 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.