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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.

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Active: "so many of the same …" 1,340 comments · Page 53 of 54
During that time how many were let in and what will that cost.
During that time how many were let in and what will that cost.
Identity Attack0.0018591423
Insult0.0070948736
Profanity0.010279642
Threat0.0076119336
Severe Toxicity0.0007915497
Low Tox 0.0126288915 Low Con 0.269 Question
Dec 26, 2025 Deportations From Canada at Their …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent residents. That's why they invest so much, expecting to be able to stay indefinitely. It needs to be made clear that temporary means temporary.
Identity Attack0.0031633168
Insult0.008633883
Profanity0.009784333
Threat0.006058442
Severe Toxicity0.00054597855
Low Tox 0.012440401 Constructive 0.634
Feb 11, 2026 Canada's tighter immigration policy divides …
A few months ago, we had a golden opportunity to change the narrative, many preferred not to.
A few months ago, we had a golden opportunity to change the narrative, many preferred not to.
Identity Attack0.00258985
Insult0.00813988
Profanity0.010450439
Threat0.0067251488
Severe Toxicity0.0005674362
Low Tox 0.012000589 Moderate Con 0.35
Aug 24, 2025 1,000 likes Why Canadians Are Turning Against …
Ah! Thank you very much for putting this practice test together. I got 18 out of 20! You have helped so many of us and we are very grateful!
Ah! Thank you very much for putting this practice test together. I got 18 out of 20! You have helped so many of us and we are very grateful!
Identity Attack0.002885833
Insult0.007778878
Profanity0.01309778
Threat0.0072882893
Severe Toxicity0.0010156631
Low Tox 0.011937759 Constructive 0.671 Meta_Commentary
Jan 6, 2026 1 likes Canadian Citizenship Test 2025 – …
How many employers are being subsidized for workers who are not at work????
How many employers are being subsidized for workers who are not at work????
Identity Attack0.0019608864
Insult0.007645877
Profanity0.009767254
Threat0.0059516393
Severe Toxicity0.0005030632
Low Tox 0.011937759 Low Con 0.251
Jan 14, 2026 IRCC Names India in Study …
Canada let too many unvetted foreigners become citizens
Canada let too many unvetted foreigners become citizens
Identity Attack0.0092759505
Insult0.002163105
Profanity0.000024463117
Threat0.00013498518
Severe Toxicity0.000002753996
Low Tox 0.011415201
Dec 9, 2025
45K per year is still to many.
45K per year is still to many.
Identity Attack0.002090379
Insult0.0073988754
Profanity0.010706633
Threat0.006763986
Severe Toxicity0.0006866455
Low Tox 0.010681152 Moderate Con 0.319 Policy_Critique
Nov 21, 2025 18 likes Quebec Ends Economic Immigration Program …
Well done, Quebec, you are a role model to the rest of Canada! 41,000 is too many.
Well done, Quebec, you are a role model to the rest of Canada! 41,000 is too many.
Identity Attack0.0032928092
Insult0.008025879
Profanity0.00904991
Threat0.006317357
Severe Toxicity0.0006055832
Low Tox 0.010618322 Constructive 0.515
Nov 22, 2025 56 likes Quebec Ends Economic Immigration Program …
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years …
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years Know you asking questions for last four years
Identity Attack0.0017111509
Insult0.007778878
Profanity0.009579378
Threat0.005877201
Severe Toxicity0.00044345856
Low Tox 0.01005285 Low Con 0.275
Sep 28, 2025 2 likes IRCC Names India in Study …
We are letting too many sneak in so can you blame them?
We are letting too many sneak in so can you blame them?
Identity Attack0.00035875765
Insult0.0017283642
Profanity0.000053028536
Threat0.0027847188
Severe Toxicity0.0000055406745
Low Tox 0.009627508 Policy_Critique
Dec 10, 2025
I would rather see the statistics for how many hospitals we will be building.
I would rather see the statistics for how many hospitals we will be building.
Identity Attack0.002173624
Insult0.006363369
Profanity0.010365041
Threat0.006977591
Severe Toxicity0.00072956085
Low Tox 0.009361716 Low Con 0.285
Jan 3, 2026 2 likes New rules, regulations take effect …
Good. Too many immigrants is a strain on all benefits for Canadian citizens. Citizens should be cared for first and foremost.
Good. Too many immigrants is a strain on all benefits for Canadian citizens. Citizens should be cared for first and foremost.
Identity Attack0.008180447
Insult0.0014411219
Profanity0.000020158452
Threat0.00014765137
Severe Toxicity0.0000027731217
Low Tox 0.0092437975 Economic_Argument
Apr 16, 2025 83 likes
Many suggested to start at the local Tim Hortons...
Many suggested to start at the local Tim Hortons...
Identity Attack0.0014336669
Insult0.0076268767
Profanity0.009767254
Threat0.006492125
Severe Toxicity0.00056266785
Low Tox 0.009110395 Moderate Con 0.369
Dec 24, 2025 100 likes Deportations From Canada at Their …
Thank you Tyler, for taking us to so many places we would/could never go! Excellent journalism, your bravery is admirable!
Thank you Tyler, for taking us to so many places we would/could never go! Excellent journalism, your bravery is admirable!
Identity Attack0.0012209293
Insult0.007835878
Profanity0.009289024
Threat0.0060908063
Severe Toxicity0.00042915344
Low Tox 0.009047564 Constructive 0.554 Solidarity
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Please give us the factual data on how many paid back the money. We would like to know that.
Please give us the factual data on how many paid back the money. We would like to know that.
Identity Attack0.0011469335
Insult0.0068098716
Profanity0.009442741
Threat0.0061814263
Severe Toxicity0.00041484833
Low Tox 0.008796243 Moderate Con 0.356
Nov 21, 2020 How much do refugees and …
Many many thanks to the creator of this video. I thought taking the Toronto reference library classes and just reading the book was enough. But I learnt so much so quickly from watching this video …
Many many thanks to the creator of this video. I thought taking the Toronto reference library classes and just reading the book was enough. But I learnt so much so quickly from watching this video 3-5 times. Passed the test - 20/20 in one go, i knew more than I thought I did. Whoever made this has all my gratitude.
Identity Attack0.0023031165
Insult0.007360875
Profanity0.011014067
Threat0.0066668927
Severe Toxicity0.0006866455
Low Tox 0.008733413 Constructive 0.705 Meta_Commentary
Jan 16, 2026 4 likes Canadian Citizenship Test 2025 – …
It was all part of their plan. And it’s worked for many many years.
It was all part of their plan. And it’s worked for many many years.
Identity Attack0.001933138
Insult0.0067623714
Profanity0.010894509
Threat0.006699257
Severe Toxicity0.0006914139
Low Tox 0.008482091 Low Con 0.218 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. The 2020 pool is used little by little everywhere 10k to 15k per year. So in 3 years 36k applicant processed. This 400% number probably is total received in 2020 vs previous years (process was different) from all over but that many DO NOT get invited to apply.
Identity Attack0.0015354111
Insult0.006724371
Profanity0.009920971
Threat0.0060778605
Severe Toxicity0.00051259995
Low Tox 0.008105109 Constructive 0.582 Unverified_Claim
Jan 20, 2026 2 likes Why Canada’s immigration system has …
If you're Canadian,you don't need to face any border measures by just not going to the United States of Ammo.Why go to Trump's prison if they're are so many better and safer places to travel …
If you're Canadian,you don't need to face any border measures by just not going to the United States of Ammo.Why go to Trump's prison if they're are so many better and safer places to travel to.
Identity Attack0.0031212054
Insult0.0018402105
Profanity0.000058827416
Threat0.00014311883
Severe Toxicity0.0000030153317
Low Tox 0.007891749
Dec 8, 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 – …
How many imingerent Live on road? Lot of people from Syria and East Europe created problem not students and others.
How many imingerent Live on road? Lot of people from Syria and East Europe created problem not students and others.
Identity Attack0.0008920021
Insult0.002750659
Profanity0.000046377085
Threat0.000044234937
Severe Toxicity0.0000021529163
Low Tox 0.0059330203 Unverified_Claim
Apr 15, 2025 1 likes
I hope it's good for the country and reduce the crime rate. Too many immigrants very few doctors and housing.
I hope it's good for the country and reduce the crime rate. Too many immigrants very few doctors and housing.
Identity Attack0.0056256675
Insult0.00061209034
Profanity0.00001916668
Threat0.00015330622
Severe Toxicity0.0000030212557
Low Tox 0.0055442383 Fear_Threat
Apr 13, 2025 88 likes
What do you expect look at our immigration problems Canada is bringing in so many immigrants that they do not vet. Also our errogant superior attitude is hurting our reputation and insulting theie president doesn't …
What do you expect look at our immigration problems Canada is bringing in so many immigrants that they do not vet. Also our errogant superior attitude is hurting our reputation and insulting theie president doesn't help. Canada is not the same country it was over 10 years ago.
Identity Attack0.00050325476
Insult0.00074285606
Profanity0.000023377024
Threat0.00003199862
Severe Toxicity0.000002083713
Low Tox 0.0021011352 Policy_Critique
Dec 8, 2025 18 likes
How many intent towns now freezing!
How many intent towns now freezing!
Identity Attack0.00013460446
Insult0.0003780563
Profanity0.000032036052
Threat0.00007519857
Severe Toxicity0.0000022103468
Low Tox 0.001223999
Dec 13, 2025
Oh! Many immigrants are going to be leaving? I'll hold the door open for them. No disrespect intended. I know there are many hard-working immigrants who have contributed a lot to our country. That being …
Oh! Many immigrants are going to be leaving? I'll hold the door open for them. No disrespect intended. I know there are many hard-working immigrants who have contributed a lot to our country. That being said, I myself am third generation, which most of the boomer era are.
Identity Attack0.001128831
Insult0.00022569054
Profanity0.000011517464
Threat0.000057447116
Severe Toxicity0.000002742919
Low Tox 0.0012150384 Identity_Assertion
Apr 16, 2025 3 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.