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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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Search comment text, filter by category or toxicity level
Active: "It will help when you …" 501 comments · Page 16 of 21
i’m a farm worker in rural bc who works with indian ladies, i ❤️ them so much. just lovely. my mechanic is a sihk, one of my favorite people ever. indian people helped build bc …
i’m a farm worker in rural bc who works with indian ladies, i ❤️ them so much. just lovely. my mechanic is a sihk, one of my favorite people ever. indian people helped build bc in the last century and continue to do so, their culture is equal to western culture, i don’t worry that they are here one bit, but immigration from anywhere has to be balanced and fair.
Identity Attack0.029917859
Insult0.012148905
Profanity0.019348921
Threat0.007922632
Severe Toxicity0.0019741058
Low Tox 0.036634352 Constructive 0.722
Sep 29, 2025 43 likes Inside Canada's Indian Metropolis (Brampton)
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone …
Canadians need to understand we have a huge immigration problem. We need to close temporatly our borders. stable our immigration, Health and assitenace programs. We need to fix our problems before we coulld help someone else. We are a sinking ship at the momment. lets not bring everyone down with it.
Identity Attack0.017264472
Insult0.013478912
Profanity0.010313802
Threat0.007870848
Severe Toxicity0.0011587143
Low Tox 0.036162965 Constructive 0.604 Fear_Threat
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
These rules help improve immigrants lives how about all Canadians get tax cuts.
These rules help improve immigrants lives how about all Canadians get tax cuts.
Identity Attack0.022590388
Insult0.012680908
Profanity0.00998929
Threat0.006576272
Severe Toxicity0.0010585785
Low Tox 0.03592727 Constructive 0.539 Policy_Critique
Jan 11, 2026 6 likes Canada’s new rules in 2026
We the Canadian were known to be polite and and helped each other begins an immigrant myself i feel stuck in the middle of this because we were respected in the 70's 80's 90' 20s …
We the Canadian were known to be polite and and helped each other begins an immigrant myself i feel stuck in the middle of this because we were respected in the 70's 80's 90' 20s even 2010 every thing was great but the last 10_ 15 years things have gone down the drain.
Identity Attack0.017264472
Insult0.016556932
Profanity0.012346277
Threat0.006440342
Severe Toxicity0.0010681152
Low Tox 0.035691574 Constructive 0.719 Personal_Narrative
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I want to say a big thank you for this video it help me to pass my citizens test Friday the 14th of November 2025 at 9:10 it only take me 10 minutes to complete …
I want to say a big thank you for this video it help me to pass my citizens test Friday the 14th of November 2025 at 9:10 it only take me 10 minutes to complete the test
Identity Attack0.008768492
Insult0.010210892
Profanity0.020510335
Threat0.011120236
Severe Toxicity0.0029182434
Low Tox 0.034748793 Constructive 0.561 Personal_Narrative
Nov 14, 2025 1 likes Canadian Citizenship Test 2025 – …
Thanks, I just passed and scored 20/20 in 7 minutes. The questions were so easy, straight from the book and this video helped a lot. I also did a lot of mock tests.
Thanks, I just passed and scored 20/20 in 7 minutes. The questions were so easy, straight from the book and this video helped a lot. I also did a lot of mock tests.
Identity Attack0.0068446035
Insult0.012870909
Profanity0.029050145
Threat0.009359611
Severe Toxicity0.002231598
Low Tox 0.034277402 Constructive 0.65 Personal_Narrative
Jan 26, 2026 15 likes Canadian Citizenship Test 2025 – …
Why don't they spend that money on our homeless and invest in them, help the ones that are sick and provide help for addiction for the others?
Why don't they spend that money on our homeless and invest in them, help the ones that are sick and provide help for addiction for the others?
Identity Attack0.0052906936
Insult0.017227544
Profanity0.011389818
Threat0.0062785195
Severe Toxicity0.0009059906
Low Tox 0.034041706 Moderate Con 0.371
Oct 12, 2019 6 likes How much do refugees and …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Identity Attack0.013948337
Insult0.016784932
Profanity0.011201942
Threat0.00636914
Severe Toxicity0.0010156631
Low Tox 0.034041706 Constructive 0.856 Identity_Assertion
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
Time to shut the gates and look better after our own who need more help than ever before
Time to shut the gates and look better after our own who need more help than ever before
Identity Attack0.0037922803
Insult0.013478912
Profanity0.012243799
Threat0.008505191
Severe Toxicity0.0011920929
Low Tox 0.034041706 Moderate Con 0.356
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
I got 19/20 just read the guide once and watched this video. A great help
I got 19/20 just read the guide once and watched this video. A great help
Identity Attack0.008361516
Insult0.011008898
Profanity0.021398475
Threat0.010809537
Severe Toxicity0.0026130676
Low Tox 0.034041706 Constructive 0.532
Jul 6, 2025 4 likes Canadian Citizenship Test 2025 – …
Thankyou creator just did my exam tiday.This video very helpful
Thankyou creator just did my exam tiday.This video very helpful
Identity Attack0.0064006294
Insult0.013516913
Profanity0.021535112
Threat0.008893564
Severe Toxicity0.0024795532
Low Tox 0.033806015 Constructive 0.503 Meta_Commentary
Feb 15, 2026 2 likes Canadian Citizenship Test 2025 – …
Country needs serious help, Canadians will never own homes w these house prices!
Country needs serious help, Canadians will never own homes w these house prices!
Identity Attack0.014752249
Insult0.014504919
Profanity0.009434202
Threat0.006246155
Severe Toxicity0.00096797943
Low Tox 0.032391842 Low Con 0.243 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
People of India help them to live.
People of India help them to live.
Identity Attack0.021083053
Insult0.011654901
Profanity0.018119188
Threat0.008712323
Severe Toxicity0.0019073486
Low Tox 0.032391842 Moderate Con 0.39 Solidarity
Feb 24, 2026 Inside Canada's Indian Invasion...
I see this is more of a Canadian government immigrations policies are responsible for the situation Brampton is in. I lived there for 10 yrs but moved on for past 5 yrs now. Unchecked rampant …
I see this is more of a Canadian government immigrations policies are responsible for the situation Brampton is in. I lived there for 10 yrs but moved on for past 5 yrs now. Unchecked rampant liberal immigration has led to this. We should not single out one particular community though, it will not help the current situation anyway.
Identity Attack0.017967897
Insult0.013934915
Profanity0.009536679
Threat0.0062008454
Severe Toxicity0.0009727478
Low Tox 0.032391842 Constructive 0.793
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Please help me , iam under the Waterr 🌊
Please help me , iam under the Waterr 🌊
Identity Attack0.004643231
Insult0.0113509
Profanity0.019143965
Threat0.00933372
Severe Toxicity0.0020599365
Low Tox 0.032156147 Moderate Con 0.456 Advertisement_Spam
Jan 28, 2026 Inside Canada's Indian Invasion...
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in …
There is a bright side to this; the people going back to their home countries will help lift the standard of living for their country of origin based on the education and skills obtained in Canada.
Identity Attack0.02037963
Insult0.012338906
Profanity0.009570839
Threat0.006110225
Severe Toxicity0.0010108948
Low Tox 0.03192045 Constructive 0.52
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Supporting the people that come to your country and work hard and pay taxes and help build your country
Supporting the people that come to your country and work hard and pay taxes and help build your country
Identity Attack0.014249804
Insult0.0103248935
Profanity0.012073003
Threat0.006686311
Severe Toxicity0.0012874603
Low Tox 0.031449065 Moderate Con 0.344 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
Forgive me. Seeing the title, I couldn't help laughing out loud.
Forgive me. Seeing the title, I couldn't help laughing out loud.
Identity Attack0.0026638457
Insult0.013630914
Profanity0.014532468
Threat0.0069387536
Severe Toxicity0.001001358
Low Tox 0.030977672 Moderate Con 0.458 Humor_Satire
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Does anyone notice that these folks only help their own??
Does anyone notice that these folks only help their own??
Identity Attack0.006030651
Insult0.014960921
Profanity0.012004685
Threat0.00636914
Severe Toxicity0.0008583069
Low Tox 0.030977672 Low Con 0.256
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like pilot, surgeon, long shoreman. Are really hard to get. Its no wonder crime is up. If the government doesnt address the price of homes or help make it easier to become a Surgeon so that we can be able to own a home. Crime will continue to tick upwards pretty sure. 70s home in Vancouver 4 bedroom is 1.9 million unrenovated old carpet old fixtures etc on a tight lot can easily see into neighbors house since its so close.
Identity Attack0.0034962974
Insult0.017227544
Profanity0.012038844
Threat0.0071588317
Severe Toxicity0.0009965897
Low Tox 0.030506283 Constructive 0.654 Economic_Argument
Feb 25, 2026 Canadian immigration officers investigating hundreds …
Thank you so much for this video...... I took the test today and i got 17 out of 20 by watching just this video for once, nothing else so its really helpful
Thank you so much for this video...... I took the test today and i got 17 out of 20 by watching just this video for once, nothing else so its really helpful
Identity Attack0.00880549
Insult0.011046898
Profanity0.02392626
Threat0.011612174
Severe Toxicity0.0029754639
Low Tox 0.030270588 Constructive 0.593 Meta_Commentary
Feb 6, 2026 1 likes Canadian Citizenship Test 2025 – …
as someone who lives in Ontario please help us man I can't w the amount of them
as someone who lives in Ontario please help us man I can't w the amount of them
Identity Attack0.0093974555
Insult0.012034904
Profanity0.012380436
Threat0.00789674
Severe Toxicity0.0013446808
Low Tox 0.03015274 Constructive 0.506 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I just took the test. 19/20 This video was a great help! I watched it twice and read the guide four times. Plus taking lots of mock tests online. Honestly, I was over prepared! The …
I just took the test. 19/20 This video was a great help! I watched it twice and read the guide four times. Plus taking lots of mock tests online. Honestly, I was over prepared! The questions in the actual test were quite easy!
Identity Attack0.0068446035
Insult0.012034904
Profanity0.024541125
Threat0.009074804
Severe Toxicity0.0019550323
Low Tox 0.03015274 Constructive 0.662 Personal_Narrative
Jul 5, 2025 25 likes Canadian Citizenship Test 2025 – …
there is a lot of homeless here where i live in alberta, edmonton specifically. i want them to be helped. why is our “PM” not helping them?!!!
there is a lot of homeless here where i live in alberta, edmonton specifically. i want them to be helped. why is our “PM” not helping them?!!!
Identity Attack0.0065486208
Insult0.014960921
Profanity0.010945748
Threat0.006194372
Severe Toxicity0.00086307526
Low Tox 0.02968135 Constructive 0.565
Nov 1, 2018 How much do refugees and …

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.