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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: "As a Canadian thank you …" 169 comments · Page 6 of 7
Thanks for shedding light on this topic, it’s been a dread for all us REAL Canadians
Thanks for shedding light on this topic, it’s been a dread for all us REAL Canadians
Identity Attack0.011469335
Insult0.01648093
Profanity0.011014067
Threat0.006427396
Severe Toxicity0.001115799
Low Tox 0.033806015 Constructive 0.517 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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 – …
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of …
Just wanna say, cause I don't think its said enough, I commend the journalistic integrity that you started out with and maintain throughout your work. Thank you for your commitment to hearing many sides of the story. My brother is a journalist in NYC and he also amplifies voices that are so often drowned out by louder, flashier ones. As a Canadian, who was born in South Africa, but have grown up in BC since elementary school, I feel incredibly grateful for the opportunity this country has given my family. We all work hard to build on the values shared in this nation. I love learning about aspects of Canada that I am unfamiliar with, but ultimately help shape its identity. 🙏
Identity Attack0.0076585566
Insult0.01819439
Profanity0.014771583
Threat0.006686311
Severe Toxicity0.0011396408
Low Tox 0.03109552 Constructive 0.882 Solidarity
Oct 8, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please …
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please explain. Thank you.
Identity Attack0.02048012
Insult0.011654901
Profanity0.012038844
Threat0.0062137907
Severe Toxicity0.0011348724
Low Tox 0.03109552 Constructive 0.562 Question
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Thank you for covering this Canadian Pandemic
Thank you for covering this Canadian Pandemic
Identity Attack0.010803374
Insult0.013174911
Profanity0.010091767
Threat0.006382086
Severe Toxicity0.0012588501
Low Tox 0.028149333 Moderate Con 0.448
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for doing a video on this!! I’m Canadian and I I love everyone, but this is really what Canada is like now…. It’s changed a lot.
Thank you for doing a video on this!! I’m Canadian and I I love everyone, but this is really what Canada is like now…. It’s changed a lot.
Identity Attack0.014752249
Insult0.0113889
Profanity0.014874061
Threat0.007883795
Severe Toxicity0.0017356873
Low Tox 0.026617315 Constructive 0.603 Fear_Threat
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
There's a reason we've called it Bramladesh for decades..... As a Canadian thank you for looking into this
There's a reason we've called it Bramladesh for decades..... As a Canadian thank you for looking into this
Identity Attack0.011321344
Insult0.0116169015
Profanity0.011150704
Threat0.0065050707
Severe Toxicity0.0010871887
Low Tox 0.025910228 Constructive 0.559 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you from a Canadian
Thank you from a Canadian
Identity Attack0.013445892
Insult0.009944891
Profanity0.013473531
Threat0.0072365063
Severe Toxicity0.0014019012
Low Tox 0.022728346 Constructive 0.507 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
When my parents immigrated to Canada from the Caribbean in the mid-70's they held onto certain cultural customs, while assimilating to Canada. My father was very thankful to be here and was proud to be …
When my parents immigrated to Canada from the Caribbean in the mid-70's they held onto certain cultural customs, while assimilating to Canada. My father was very thankful to be here and was proud to be Canadian. Immigration today is not the same.
Identity Attack0.011765319
Insult0.00983089
Profanity0.009442741
Threat0.00579629
Severe Toxicity0.00061511993
Low Tox 0.02107848 Constructive 0.741 Personal_Narrative
Sep 20, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Thank you for doing this video, We do not see diffrent sides of the story in the canadian media
Thank you for doing this video, We do not see diffrent sides of the story in the canadian media
Identity Attack0.00899048
Insult0.009393888
Profanity0.012141321
Threat0.0071588317
Severe Toxicity0.0011205673
Low Tox 0.020607091 Constructive 0.577 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
as a Canadian thank you for making this
as a Canadian thank you for making this
Identity Attack0.011543332
Insult0.009393888
Profanity0.013439372
Threat0.007417747
Severe Toxicity0.0013065338
Low Tox 0.0201057 Moderate Con 0.495
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for saying canada is the greatest country on earth at the beginning. You can tell I'm canadian because I said thank you for this.
Thank you for saying canada is the greatest country on earth at the beginning. You can tell I'm canadian because I said thank you for this.
Identity Attack0.007732552
Insult0.009906891
Profanity0.011560614
Threat0.006220264
Severe Toxicity0.00096321106
Low Tox 0.019728716 Constructive 0.638 Humor_Satire
Feb 15, 2026 Inside Canada's Indian Invasion...
As a Canadian thanks for this content, they're all the way up north, too.
As a Canadian thanks for this content, they're all the way up north, too.
Identity Attack0.008842488
Insult0.00983089
Profanity0.0103821205
Threat0.006602164
Severe Toxicity0.0008678436
Low Tox 0.018849092 Constructive 0.603 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
as a Canadian thank you for making this video i hope the government does something!!
as a Canadian thank you for making this video i hope the government does something!!
Identity Attack0.008509507
Insult0.008538882
Profanity0.01354185
Threat0.0077672824
Severe Toxicity0.0013542175
Low Tox 0.018849092 Constructive 0.524 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian thank you for making this video.
As a Canadian thank you for making this video.
Identity Attack0.010137413
Insult0.0086718835
Profanity0.014634945
Threat0.007857903
Severe Toxicity0.0015258789
Low Tox 0.01847211 Moderate Con 0.487 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thanks for making this video for us real canadians.
Thanks for making this video for us real canadians.
Identity Attack0.008176526
Insult0.008405882
Profanity0.0138151245
Threat0.008000307
Severe Toxicity0.0014877319
Low Tox 0.017341165 Moderate Con 0.441 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for bringing this to light. As a Canadian near video location - this is a massive issues to us here.
Thank you for bringing this to light. As a Canadian near video location - this is a massive issues to us here.
Identity Attack0.006437627
Insult0.009393888
Profanity0.00998929
Threat0.006440342
Severe Toxicity0.0006532669
Low Tox 0.017341165 Constructive 0.635 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Haven’t even watch it yet and as a Canadian THANK YOU!
Haven’t even watch it yet and as a Canadian THANK YOU!
Identity Attack0.006437627
Insult0.008823884
Profanity0.011184863
Threat0.006602164
Severe Toxicity0.0010967255
Low Tox 0.017089844 Moderate Con 0.475 Solidarity
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
THANK YOU FOR COVERING THIS! I am canadian born 99 in brampton, I have lived in many cities in Ontario but brampton is on a different level
THANK YOU FOR COVERING THIS! I am canadian born 99 in brampton, I have lived in many cities in Ontario but brampton is on a different level
Identity Attack0.0068446035
Insult0.00975489
Profanity0.010621235
Threat0.0061231707
Severe Toxicity0.00081539154
Low Tox 0.01633588 Constructive 0.636 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
1:16 Native, Native Canadian here. Wish I was interviewed. No holding back. Thanks for the journalism, and stay safe.
1:16 Native, Native Canadian here. Wish I was interviewed. No holding back. Thanks for the journalism, and stay safe.
Identity Attack0.0070665907
Insult0.0084818825
Profanity0.009801413
Threat0.007094103
Severe Toxicity0.0008058548
Low Tox 0.016210219 Constructive 0.654 Personal_Narrative
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
Nothing is going to happen. Its catch and release game and accused applying refugee status. The news just made ad revenue for watching the news. Thanks for helping Canadian media
Nothing is going to happen. Its catch and release game and accused applying refugee status. The news just made ad revenue for watching the news. Thanks for helping Canadian media
Identity Attack0.0044582416
Insult0.009146886
Profanity0.009733095
Threat0.0064468146
Severe Toxicity0.0006532669
Low Tox 0.015519086 Low Con 0.244 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
As a Canadian, Thank you for exposing this to the world Tyler
As a Canadian, Thank you for exposing this to the world Tyler
Identity Attack0.006289636
Insult0.009089886
Profanity0.0118338885
Threat0.0069516995
Severe Toxicity0.0009250641
Low Tox 0.015393426 Moderate Con 0.5 Solidarity
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
I subscribed. Thank you for caring about the Canadians. Anyone is welcome here. Assimilation is important though. And equal opportunity is a must have. So. Thank you
I subscribed. Thank you for caring about the Canadians. Anyone is welcome here. Assimilation is important though. And equal opportunity is a must have. So. Thank you
Identity Attack0.00828752
Insult0.008652883
Profanity0.012073003
Threat0.006770459
Severe Toxicity0.0009584427
Low Tox 0.015330595 Constructive 0.579 Solidarity
Aug 28, 2025 Why Canadians Are Turning Against …
as a Canadian I thank you for bringing this to peoples attention
as a Canadian I thank you for bringing this to peoples attention
Identity Attack0.00725158
Insult0.008595883
Profanity0.012073003
Threat0.0068287146
Severe Toxicity0.0008583069
Low Tox 0.014890783 Constructive 0.542 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, thanks for posting this
As a Canadian, thanks for posting this
Identity Attack0.00776955
Insult0.007968879
Profanity0.012892825
Threat0.0069516995
Severe Toxicity0.0010681152
Low Tox 0.014639461 Moderate Con 0.489
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...

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.