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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "First and most of all!!!!!!!! …" 655 comments · Page 24 of 27
Deportation is always expensive. Using the numbers in this video, it's over $4k per deportee. The real problem is that too many are let into Canada in the first place. As well, it sounds like …
Deportation is always expensive. Using the numbers in this video, it's over $4k per deportee. The real problem is that too many are let into Canada in the first place. As well, it sounds like they are mainly going after refugee claimants, but there are similarly large, if not larger, numbers of TFWs and international "students" (who are not really students) with expired visas.
Identity Attack0.014450782
Insult0.012756908
Profanity0.010296722
Threat0.006382086
Severe Toxicity0.0008869171
Low Tox 0.032863233 Constructive 0.683
Dec 30, 2025 Deportations From Canada at Their …
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 – …
Answer to question number 88 is wrong. It should be Iceland not France. The first European settlers were the Vikings from Iceland reached Labrador and the island of Newfoundland. It is mentioned on page 14.
Answer to question number 88 is wrong. It should be Iceland not France. The first European settlers were the Vikings from Iceland reached Labrador and the island of Newfoundland. It is mentioned on page 14.
Identity Attack0.014551271
Insult0.0116169015
Profanity0.014156717
Threat0.007365964
Severe Toxicity0.0012493134
Low Tox 0.032627538 Constructive 0.515 Meta_Commentary
Jul 31, 2025 19 likes Canadian Citizenship Test 2025 – …
first nations should also have a say in immigration
first nations should also have a say in immigration
Identity Attack0.01666154
Insult0.009260887
Profanity0.014634945
Threat0.007365964
Severe Toxicity0.0013446808
Low Tox 0.032627538 Low Con 0.232
Mar 24, 2019 1 likes How much do refugees and …
First 🧌
First 🧌
Identity Attack0.003311308
Insult0.013972916
Profanity0.026727317
Threat0.0076766624
Severe Toxicity0.0021266937
Low Tox 0.032391842 Moderate Con 0.336
Jan 27, 2026 Inside Canada's Indian Invasion...
Do it! We don’t need to support anyone else. Let’s get this country in order and take care of our own first!
Do it! We don’t need to support anyone else. Let’s get this country in order and take care of our own first!
Identity Attack0.006696612
Insult0.0129089095
Profanity0.010723713
Threat0.007301235
Severe Toxicity0.001001358
Low Tox 0.032156147 Moderate Con 0.36
Jan 17, 2026 2.9 million Canadian temporary visas …
They have to make it affordable to have kids. I’m an immigrant myself, on the way to get my citizenship, I’m also having my first child but can’t afford to buy a two bedroom home
They have to make it affordable to have kids. I’m an immigrant myself, on the way to get my citizenship, I’m also having my first child but can’t afford to buy a two bedroom home
Identity Attack0.018369852
Insult0.010438894
Profanity0.014805742
Threat0.006809296
Severe Toxicity0.0012874603
Low Tox 0.032156147 Constructive 0.644 Personal_Narrative
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Identity Attack0.0052166977
Insult0.017227544
Profanity0.011167783
Threat0.006330303
Severe Toxicity0.0010442734
Low Tox 0.03192045 Moderate Con 0.345 Question
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I scored 17 outta 20 on my first attempt by just watching this video and without reading the whole book, thank you very much whoever created this video, kudos to you 👏
I scored 17 outta 20 on my first attempt by just watching this video and without reading the whole book, thank you very much whoever created this video, kudos to you 👏
Identity Attack0.005919657
Insult0.011198899
Profanity0.020920247
Threat0.009955117
Severe Toxicity0.0024604797
Low Tox 0.031684756 Constructive 0.563
Jan 9, 2026 6 likes Canadian Citizenship Test 2025 – …
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
Identity Attack0.00932346
Insult0.012604907
Profanity0.011697251
Threat0.006550381
Severe Toxicity0.0009012222
Low Tox 0.031213367 Constructive 0.512 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s time for Indian 🇮🇳 !!! Thank you for sharing!! Brampton is a little India-town in Canada 🇨🇦!! India has many population the first country in the world with too much people!!! Time for India …
It’s time for Indian 🇮🇳 !!! Thank you for sharing!! Brampton is a little India-town in Canada 🇨🇦!! India has many population the first country in the world with too much people!!! Time for India 🇮🇳😁😁👍🏽
Identity Attack0.021585498
Insult0.010476895
Profanity0.013849284
Threat0.008531082
Severe Toxicity0.0022602081
Low Tox 0.030859824 Constructive 0.626
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Please push company t hire Canadians and or Pr. first
Please push company t hire Canadians and or Pr. first
Identity Attack0.018671319
Insult0.012262905
Profanity0.00998929
Threat0.007417747
Severe Toxicity0.0011873245
Low Tox 0.030859824 Low Con 0.262
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Canada First! Enough is enough!
Canada First! Enough is enough!
Identity Attack0.011025362
Insult0.010818896
Profanity0.010928668
Threat0.007883795
Severe Toxicity0.0018882751
Low Tox 0.028856417 Low Con 0.275 Call_To_Action
Aug 26, 2025 183 likes Why Canadians Are Turning Against …
First, it was climate change then Covid those failed now it’s gonna be electricity, food or water myself. I’m gonna go with the water first all part of the world, economic forms plan.
First, it was climate change then Covid those failed now it’s gonna be electricity, food or water myself. I’m gonna go with the water first all part of the world, economic forms plan.
Identity Attack0.0030338243
Insult0.012604907
Profanity0.01261955
Threat0.0069905366
Severe Toxicity0.0012397766
Low Tox 0.027677942 Moderate Con 0.457
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Today i gave my test and got 18/20 correct. After watching this video. I passed the test in first attempt. Didn’t study anything else except this video. Very helpful thank you so much for uploading …
Today i gave my test and got 18/20 correct. After watching this video. I passed the test in first attempt. Didn’t study anything else except this video. Very helpful thank you so much for uploading it🙏🙏
Identity Attack0.00673361
Insult0.010058892
Profanity0.019212283
Threat0.009437286
Severe Toxicity0.0021362305
Low Tox 0.027206551 Constructive 0.557
Dec 14, 2025 9 likes Canadian Citizenship Test 2025 – …
When you get your residency, suddenly you start quitting your job and rely on government's social welfare . As a tax payer obviously I would like those benefits to go to Canadians first.
When you get your residency, suddenly you start quitting your job and rely on government's social welfare . As a tax payer obviously I would like those benefits to go to Canadians first.
Identity Attack0.012061302
Insult0.011996903
Profanity0.009442741
Threat0.0062008454
Severe Toxicity0.0009012222
Low Tox 0.026970858 Constructive 0.578
Nov 26, 2025 Quebec Ends Economic Immigration Program …
WE HAVE A LOT OF ISSUES AND CONCERNS TO FIX AND ADDRESS IN OUR COUNTRY, INFLATION, LOTS OF PROTEST STRIKES, AND MORE, CANADIAN FIRST, CANADIAN ECONOMY, IMMIGRATION MUST CHANGE ASAP,
WE HAVE A LOT OF ISSUES AND CONCERNS TO FIX AND ADDRESS IN OUR COUNTRY, INFLATION, LOTS OF PROTEST STRIKES, AND MORE, CANADIAN FIRST, CANADIAN ECONOMY, IMMIGRATION MUST CHANGE ASAP,
Identity Attack0.012541492
Insult0.0103248935
Profanity0.009195087
Threat0.0067963502
Severe Toxicity0.0011587143
Low Tox 0.026263772 Moderate Con 0.401
Oct 17, 2025 IRCC Names India in Study …
Take care of your residents first.
Take care of your residents first.
Identity Attack0.0034777985
Insult0.011692902
Profanity0.010143006
Threat0.007145886
Severe Toxicity0.00094890594
Low Tox 0.026263772 Moderate Con 0.363
Nov 25, 2018 1 likes How much do refugees and …
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 – …
India first policy
India first policy
Identity Attack0.015254694
Insult0.011084898
Profanity0.014669105
Threat0.00789674
Severe Toxicity0.0017261505
Low Tox 0.025792383 Moderate Con 0.316
Oct 3, 2025 2 likes IRCC Names India in Study …
The way to fix this is to have stricter rules stopping these people coming in the first place.
The way to fix this is to have stricter rules stopping these people coming in the first place.
Identity Attack0.0058086636
Insult0.009526889
Profanity0.011526455
Threat0.009359611
Severe Toxicity0.0010347366
Low Tox 0.025674535 Low Con 0.257 Policy_Critique
Dec 24, 2025 31 likes Deportations From Canada at Their …
good job Canadian first
good job Canadian first
Identity Attack0.012943448
Insult0.010742896
Profanity0.010672474
Threat0.0067445673
Severe Toxicity0.0014209747
Low Tox 0.025203144 Moderate Con 0.377
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I first heard Brampton called Bramlidesh 20+ years ago.
I first heard Brampton called Bramlidesh 20+ years ago.
Identity Attack0.008324518
Insult0.011540901
Profanity0.016001316
Threat0.0075083673
Severe Toxicity0.001206398
Low Tox 0.024849601 Moderate Con 0.491 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The birth rate in Canada is 1.3 per couple. In 1961 it was 3.1 per couple. Coincidentally, this was the same time as the availability of the first birth control pill. It’s been on a …
The birth rate in Canada is 1.3 per couple. In 1961 it was 3.1 per couple. Coincidentally, this was the same time as the availability of the first birth control pill. It’s been on a downward trend ever since. Populations can’t sustain themselves. Most western countries have the same problem. So we immigrate, and the countries with the highest birth rates will eventually take over the countries with the lowest it’s a sad reality.
Identity Attack0.009693438
Insult0.011084898
Profanity0.009143848
Threat0.006382086
Severe Toxicity0.00068187714
Low Tox 0.024731753 Moderate Con 0.435
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
The Fifty-first states seems more attractive by the minute .
The Fifty-first states seems more attractive by the minute .
Identity Attack0.009471451
Insult0.011008898
Profanity0.014293353
Threat0.0071847234
Severe Toxicity0.0012207031
Low Tox 0.024260364 Low Con 0.23 Identity_Assertion
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)

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.