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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 #}

Comment Explorer

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Active: "What about the person who …" 429 comments · Page 16 of 18
Citizens of oil rich UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman)generally do not pay personal income tax on salaries... hmmmmm Canada
Citizens of oil rich UAE, Saudi Arabia, Qatar, Kuwait, Bahrain, Oman)generally do not pay personal income tax on salaries... hmmmmm Canada
Identity Attack0.023997234
Insult0.014884921
Profanity0.011082385
Threat0.0063367756
Severe Toxicity0.0014400482
Low Tox 0.038519915 Low Con 0.251 Comparative_Framing
Jan 21, 2026 Canada’s new rules in 2026
If you can't find a local person to work at your fast food restaurant, try increasing the wage, improving work conditions, providing benefits, having a retention bonus, etc Flying someone 10000 km to an urban …
If you can't find a local person to work at your fast food restaurant, try increasing the wage, improving work conditions, providing benefits, having a retention bonus, etc Flying someone 10000 km to an urban center to work at Tim Hortons only makes economic sense if you plan to exploit them.
Identity Attack0.0029228306
Insult0.015872927
Profanity0.012004685
Threat0.01086132
Severe Toxicity0.0013542175
Low Tox 0.03828422 Moderate Con 0.483
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Which Canadians? I haven't seen a single person in public complain yet. Boomers love this 10x return on real estate same with their kids.
Which Canadians? I haven't seen a single person in public complain yet. Boomers love this 10x return on real estate same with their kids.
Identity Attack0.01374736
Insult0.019161236
Profanity0.010604155
Threat0.006058442
Severe Toxicity0.0010633469
Low Tox 0.038048524 Moderate Con 0.483
Aug 29, 2025 Why Canadians Are Turning Against …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated in the 80s and 90s had to assimilate and become “Canadian” which in hindsight was for the best. I learned about my culture and language at home, but my parents, emphasized the importance of being “Canadian first” and being a part of society and “fitting in.” This wasn’t at all a bad thing. I learned to ski, skate, make ice lollies with snow and syrup, went camping, played sports… I feel embarrassed when Indians are looked at in this light, but its true. 90% of this new wave of immigrants on “student visas,” dont intend to actually obtain any sort of an education, instead they use it as a pathway for permanent residency. I know this because I have relatives who say this out loud behind closed doors. I don’t agree with any of it, and quite frankly it’s very embarrassing, but most of us first generation Indian Canadians feel very upset about how its all played out and the negative light in which our people are now viewed under. Personally, I agree they arent interested in becoming culturally Canadian, they just want to be in Canada for financial reasons. They stay in their groups, dont integrate and think somehow this will play out well. It isnt discrimination when your own people also feel this way. I have yet to meet a first gen Canadian who disagrees
Identity Attack0.02138452
Insult0.017088935
Profanity0.014874061
Threat0.0066215824
Severe Toxicity0.0014781952
Low Tox 0.037577134 Constructive 0.762 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Metropolis (Brampton)
I just want to send a huge thanks to the person who created this video.Passed my exam an hour ago 19/20 (23rd May 2025)Listening to this while at work while i’m driving to work.
I just want to send a huge thanks to the person who created this video.Passed my exam an hour ago 19/20 (23rd May 2025)Listening to this while at work while i’m driving to work.
Identity Attack0.008065533
Insult0.011274899
Profanity0.02385794
Threat0.011379151
Severe Toxicity0.0030899048
Low Tox 0.034984488 Constructive 0.597
May 23, 2025 105 likes Canadian Citizenship Test 2025 – …
One look at the person who is speaking on behalf of immigration tells why she wouldn't answer any questions.
One look at the person who is speaking on behalf of immigration tells why she wouldn't answer any questions.
Identity Attack0.012061302
Insult0.012984909
Profanity0.010194245
Threat0.006194372
Severe Toxicity0.0008201599
Low Tox 0.032391842 Low Con 0.238 Meta_Commentary
Oct 1, 2025 IRCC Names India in Study …
I just want to say thank you to the person who prepare this video.pass my exam today i got 19/20 i watch it two time and get good result .❤
I just want to say thank you to the person who prepare this video.pass my exam today i got 19/20 i watch it two time and get good result .❤
Identity Attack0.007288578
Insult0.0107048955
Profanity0.022354934
Threat0.010395273
Severe Toxicity0.0028038025
Low Tox 0.030741978 Constructive 0.585 Personal_Narrative
May 29, 2025 15 likes Canadian Citizenship Test 2025 – …
I think it’s good Quebec cancelled it. Quebec has accelerating immigrant asylum acceptance and get fund from CA government for each person they are accepting, but we all know none of them are staying in …
I think it’s good Quebec cancelled it. Quebec has accelerating immigrant asylum acceptance and get fund from CA government for each person they are accepting, but we all know none of them are staying in Quebec .
Identity Attack0.014350293
Insult0.0113509
Profanity0.009750174
Threat0.0062979385
Severe Toxicity0.00089645386
Low Tox 0.02920996 Constructive 0.593
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I can answer every question as a third person prospective
I can answer every question as a third person prospective
Identity Attack0.005771666
Insult0.0096028885
Profanity0.017094411
Threat0.009644418
Severe Toxicity0.0016880035
Low Tox 0.029092113 Moderate Con 0.376 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
I don't know a single person whose kids are fed through that program and my son's in grade 2
I don't know a single person whose kids are fed through that program and my son's in grade 2
Identity Attack0.006474625
Insult0.010020891
Profanity0.017026093
Threat0.007301235
Severe Toxicity0.0013160706
Low Tox 0.029092113 Constructive 0.592 Personal_Narrative
Jan 12, 2026 38 likes Canada’s new rules in 2026
Soo it's too much work to deny the person than it is to just let them in. Hmm no wonder the results.
Soo it's too much work to deny the person than it is to just let them in. Hmm no wonder the results.
Identity Attack0.0026083488
Insult0.0118069025
Profanity0.010706633
Threat0.007793174
Severe Toxicity0.00094890594
Low Tox 0.027442247 Moderate Con 0.311 Policy_Critique
Feb 17, 2026 14 likes LILLEY UNLEASHED: The fall of …
I don’t believe anything that they are saying. And nobody should, until the visible evidence is proven, then when we all see in person day to day. The day that we can go through the …
I don’t believe anything that they are saying. And nobody should, until the visible evidence is proven, then when we all see in person day to day. The day that we can go through the process of ordering a coffee without having to have a translator, would be a good day.
Identity Attack0.0035702933
Insult0.0116169015
Profanity0.012175481
Threat0.0070034824
Severe Toxicity0.00084400177
Low Tox 0.026263772 Moderate Con 0.468 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
Send ICE to America's northern border. Check every person, every car coming from Canada for their paperwork.
Send ICE to America's northern border. Check every person, every car coming from Canada for their paperwork.
Identity Attack0.010433395
Insult0.010780896
Profanity0.00995513
Threat0.008168601
Severe Toxicity0.0012779236
Low Tox 0.026145924 Low Con 0.207 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
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 – …
We didn’t keep up our infrastructure expansion at the same rate as our growth through immigration over the last few years. Jobs,hospital personal and bed space, schools, housing (affordable )etc are all overwhelmed and can’t …
We didn’t keep up our infrastructure expansion at the same rate as our growth through immigration over the last few years. Jobs,hospital personal and bed space, schools, housing (affordable )etc are all overwhelmed and can’t cope with the higher numbers. Because of that our children and seniors are high risk for lower education and health care provision etc.
Identity Attack0.009619443
Insult0.011236899
Profanity0.00950252
Threat0.006045496
Severe Toxicity0.0008869171
Low Tox 0.02543884 Constructive 0.633 Policy_Critique
Jun 17, 2025 5 likes How Canada broke its immigration …
This is the type of person that this country needs !
This is the type of person that this country needs !
Identity Attack0.004920715
Insult0.0114269
Profanity0.012277958
Threat0.008116818
Severe Toxicity0.0014781952
Low Tox 0.025320992 Moderate Con 0.356
Oct 1, 2025 1 likes IRCC Names India in Study …
I think your title is incorrect, no political party is advocating for more immigration at the moment. The people who are advocating for more migration now have their own personal agendas, this does not represent …
I think your title is incorrect, no political party is advocating for more immigration at the moment. The people who are advocating for more migration now have their own personal agendas, this does not represent the country as a whole. The country is not falling apart because of changes in immigration laws.
Identity Attack0.00984143
Insult0.010552894
Profanity0.010091767
Threat0.006194372
Severe Toxicity0.0007009506
Low Tox 0.02402467 Constructive 0.638 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
non canadians pay landlord $3000 month for rent . Apx 10 person split the rent. This obviously drives up the cost of rent for Canadians
non canadians pay landlord $3000 month for rent . Apx 10 person split the rent. This obviously drives up the cost of rent for Canadians
Identity Attack0.014450782
Insult0.010666896
Profanity0.009835573
Threat0.006168481
Severe Toxicity0.00088214874
Low Tox 0.02402467 Constructive 0.547 Economic_Argument
Feb 22, 2026 2 likes LILLEY UNLEASHED: The fall of …
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments …
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments with what they did to every single Canadian Citizen ! All an Agenda and there’s going to be a major snap back ! I hope We as Humanity wake up and join together to bring peace and prosperity back not by government but by each and every single Culture has an.
Identity Attack0.010803374
Insult0.011578901
Profanity0.00998929
Threat0.0060778605
Severe Toxicity0.0010681152
Low Tox 0.023671126 Constructive 0.691
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
$420 will barely buy you one weeks groceries for one person.
$420 will barely buy you one weeks groceries for one person.
Identity Attack0.0017296498
Insult0.010552894
Profanity0.011031146
Threat0.0071717775
Severe Toxicity0.0009393692
Low Tox 0.023199737 Low Con 0.219
Jan 16, 2026 Canada’s new rules in 2026
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 – …
I took my test today (07/16/25) and I scored 20/20. This video was super helpful. I read the guide book, then went through the video twice from start to the end (yesterday and today). Thanks …
I took my test today (07/16/25) and I scored 20/20. This video was super helpful. I read the guide book, then went through the video twice from start to the end (yesterday and today). Thanks a lot to the person(s) that put the video together.
Identity Attack0.0073255757
Insult0.009108886
Profanity0.02071529
Threat0.010550622
Severe Toxicity0.0021648407
Low Tox 0.022610499 Constructive 0.654 Meta_Commentary
Jul 16, 2025 12 likes Canadian Citizenship Test 2025 – …
Here , I pay taxes ,hige taxes ,and it's ok if it goes to the right person or branch of the government. Please investigate those who claim single mother status and those who are on …
Here , I pay taxes ,hige taxes ,and it's ok if it goes to the right person or branch of the government. Please investigate those who claim single mother status and those who are on welfare , having nice cars on welfare? 🤔
Identity Attack0.0060676485
Insult0.010932897
Profanity0.010194245
Threat0.005964585
Severe Toxicity0.0007247925
Low Tox 0.022374803 Constructive 0.589
Nov 23, 2025 Quebec Ends Economic Immigration Program …
It isn’t nearly enough. It would be better to secure our borders so people can’t just walk across. It isn’t rocket science. We do not have the responsibility to take in every person who crosses …
It isn’t nearly enough. It would be better to secure our borders so people can’t just walk across. It isn’t rocket science. We do not have the responsibility to take in every person who crosses our border especially when their first step on western land was the US.
Identity Attack0.006992595
Insult0.010248893
Profanity0.010484599
Threat0.0068869707
Severe Toxicity0.0007867813
Low Tox 0.022139108 Moderate Con 0.449 Policy_Critique
Dec 29, 2025 1 likes Deportations From Canada at Their …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for a expetion to avoid a month quarantine to dr Robert strange personality and he denied!!!! So who cares what President Donald Trump says let's arrest dr Robert strange!!!!!! Nova Scotia tooooppppppppppppppppp doctor!!!!!
Identity Attack0.00032591706
Insult0.003249761
Profanity0.00015556572
Threat0.007385208
Severe Toxicity0.000010820748
Low Tox 0.022022238
Dec 8, 2025 8 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.