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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: "I just shared this all …" 132 comments · Page 5 of 6
Single family dwellings have now become low income rooming dwellings, 4-5 adults paying $500+ each to share a 1 bedroom condo in a so-called luxury condo, and of course buckets with cat litter is used …
Single family dwellings have now become low income rooming dwellings, 4-5 adults paying $500+ each to share a 1 bedroom condo in a so-called luxury condo, and of course buckets with cat litter is used for washrooms 😂
Identity Attack0.0034777985
Insult0.020063626
Profanity0.013029462
Threat0.006045496
Severe Toxicity0.001206398
Low Tox 0.045131154 Moderate Con 0.385 Economic_Argument
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
Bro you should’ve interviewed me!!! I live in Brampton and I got TOO much to share
Bro you should’ve interviewed me!!! I live in Brampton and I got TOO much to share
Identity Attack0.007029593
Insult0.0151129225
Profanity0.023652986
Threat0.0076507707
Severe Toxicity0.0020599365
Low Tox 0.040430736 Moderate Con 0.458 Call_To_Action
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
found your channel via this video in my suggested while i was working.... really well put together video... i subed and il share. appreciate you making this content... far to few people out there arent …
found your channel via this video in my suggested while i was working.... really well put together video... i subed and il share. appreciate you making this content... far to few people out there arent awake to what the future is going to be like.
Identity Attack0.010951365
Insult0.013440913
Profanity0.026454043
Threat0.012130005
Severe Toxicity0.0030326843
Low Tox 0.038991302 Constructive 0.662
Sep 10, 2025 5 likes Why Canadians Are Turning Against …
this video needs to be shared.
this video needs to be shared.
Identity Attack0.009434453
Insult0.010780896
Profanity0.027000591
Threat0.013321015
Severe Toxicity0.0038719177
Low Tox 0.03781283 Moderate Con 0.318 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Nature abhors emptiness! If you don’t take care of the trees in your garden, other plants will take over! As you say, it was a small farming town, so others saw an opportunity. Faced with …
Nature abhors emptiness! If you don’t take care of the trees in your garden, other plants will take over! As you say, it was a small farming town, so others saw an opportunity. Faced with a need, they have started to respond to it, and this is how we progress. Today, the fastest and most motivated move forward, regardless of their background. It is essential that life goes on, animated by the belief in prosperity and, above all, by generosity, so that we can share the true essence of life. I follow you from Paris and I wish you all the best.
Identity Attack0.0032003147
Insult0.017872108
Profanity0.01442999
Threat0.006653947
Severe Toxicity0.0010156631
Low Tox 0.032156147 Constructive 0.819 Solidarity
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
THANK YOU for making this video i am sharing.
THANK YOU for making this video i am sharing.
Identity Attack0.009286462
Insult0.011160898
Profanity0.026317406
Threat0.011741633
Severe Toxicity0.004005432
Low Tox 0.03192045 Constructive 0.507 Call_To_Action
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)
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)
Like and share this everyone!
Like and share this everyone!
Identity Attack0.006992595
Insult0.010742896
Profanity0.02392626
Threat0.01086132
Severe Toxicity0.0025367737
Low Tox 0.029092113 Moderate Con 0.44 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I have many Indian friends who came to Canada over the years. My friends’ families came here for a better life, to integrate into Canadian society, to adopt our values and have started successful businesses …
I have many Indian friends who came to Canada over the years. My friends’ families came here for a better life, to integrate into Canadian society, to adopt our values and have started successful businesses based on those shared values. Sadly things seem to have shifted in the past 10 years…
Identity Attack0.017766917
Insult0.0116169015
Profanity0.010621235
Threat0.0059775305
Severe Toxicity0.0008010864
Low Tox 0.027560094 Constructive 0.701 Personal_Narrative
Feb 6, 2026 3 likes Inside Canada's Indian Invasion...
The Sikh religious ethos is admirable, charity and and sharing drive their traditions and faith. People are still people, so your mileage may vary, but that's always true.
The Sikh religious ethos is admirable, charity and and sharing drive their traditions and faith. People are still people, so your mileage may vary, but that's always true.
Identity Attack0.019073274
Insult0.0107048955
Profanity0.012414595
Threat0.006420923
Severe Toxicity0.00096321106
Low Tox 0.027206551 Constructive 0.717 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Very useful video. thank you for sharing. Just reviewed this video once and passed the exam.
Very useful video. thank you for sharing. Just reviewed this video once and passed the exam.
Identity Attack0.0065856185
Insult0.010894896
Profanity0.020510335
Threat0.010654188
Severe Toxicity0.002298355
Low Tox 0.026499467 Constructive 0.508 Solidarity
Jan 11, 2026 2 likes Canadian Citizenship Test 2025 – …
Thanks for sharing this video! Got 18/20 today..May 24,2025 waiting for official result
Thanks for sharing this video! Got 18/20 today..May 24,2025 waiting for official result
Identity Attack0.0071405866
Insult0.009070885
Profanity0.019143965
Threat0.010757755
Severe Toxicity0.0025558472
Low Tox 0.026499467 Moderate Con 0.49
May 25, 2025 4 likes Canadian Citizenship Test 2025 – …
Share with everyone, until every Canadian listen to it.
Share with everyone, until every Canadian listen to it.
Identity Attack0.013244915
Insult0.00983089
Profanity0.010757872
Threat0.007637825
Severe Toxicity0.0012683868
Low Tox 0.02449606 Moderate Con 0.431 Call_To_Action
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new …
I am a new permanent resident in Canada. This video is very true regarding our integration. You are absolutely right. Newcomers must integrate, as it is the beginning of a new life in a new environment. What I do not fully agree with is when you complain about the social benefits given by the government to newcomers. It is not free money; we will pay it back later in taxes. We cannot build life projects depending on these benefits. Ask each newcomer if they are satisfied with these benefits rather than a good job. We want to contribute to the economy of this beautiful country. For example, I came to Canada with specific goals, including starting an IT company, which was difficult to achieve at home due to lack of opportunities. So, don't blame immigrants too much; in my opinion, responsibilities should be shared among all of us, including the government.
Identity Attack0.006696612
Insult0.013896915
Profanity0.011816809
Threat0.0062526283
Severe Toxicity0.0008869171
Low Tox 0.024260364 Constructive 0.915 Personal_Narrative
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
I just give exam yesterday but question is all different can share me same question is it possible?
I just give exam yesterday but question is all different can share me same question is it possible?
Identity Attack0.004994711
Insult0.009051885
Profanity0.017914234
Threat0.008764107
Severe Toxicity0.0015640259
Low Tox 0.022964042 Moderate Con 0.493
Jan 7, 2026 Canadian Citizenship Test 2025 – …
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I …
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I assimilated to Canadian culture because this is where I live, my home, I want to be part of Canadian culture not too change it.
Identity Attack0.015455672
Insult0.00983089
Profanity0.011936366
Threat0.0064468146
Severe Toxicity0.0009393692
Low Tox 0.022021262 Constructive 0.777 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not just here in Canada. Let the fun times continue until we change the system.
Identity Attack0.0040142676
Insult0.012566907
Profanity0.011492296
Threat0.006479179
Severe Toxicity0.0007867813
Low Tox 0.021314176 Constructive 0.511
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
This needs to be shared Nationwide. This should be on the news
This needs to be shared Nationwide. This should be on the news
Identity Attack0.005771666
Insult0.008291881
Profanity0.01490822
Threat0.008789998
Severe Toxicity0.0014781952
Low Tox 0.020607091 Moderate Con 0.375 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
This is an amazing video, thank you so much for creating and sharing it! It was really helpful in studying for the test!
This is an amazing video, thank you so much for creating and sharing it! It was really helpful in studying for the test!
Identity Attack0.0068076057
Insult0.009032886
Profanity0.021125201
Threat0.010369381
Severe Toxicity0.0023651123
Low Tox 0.0201057 Constructive 0.57
Apr 17, 2025 16 likes Canadian Citizenship Test 2025 – …
Do you link to this pdf or can you share ? It’s for people who cannot watch 2hrs. Thanks
Do you link to this pdf or can you share ? It’s for people who cannot watch 2hrs. Thanks
Identity Attack0.0038477771
Insult0.009488888
Profanity0.01354185
Threat0.0074436385
Severe Toxicity0.000910759
Low Tox 0.0201057 Moderate Con 0.45 Question
Sep 14, 2025 Canadian Citizenship Test 2025 – …
Come to temples, if you need food, always happy to share. Come to my home, we will share.
Come to temples, if you need food, always happy to share. Come to my home, we will share.
Identity Attack0.007473567
Insult0.007873878
Profanity0.012482914
Threat0.0071199946
Severe Toxicity0.0012111664
Low Tox 0.017089844 Moderate Con 0.479 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Just took the test, got 19/20 (July 2025). This video was of great help. Read the study once and watched this once video from start till end, and I was all set. Thanks for sharing …
Just took the test, got 19/20 (July 2025). This video was of great help. Read the study once and watched this once video from start till end, and I was all set. Thanks for sharing this video. Also, thanks to everyone for the comments because your testimonies help give credibility.
Identity Attack0.0047727237
Insult0.008557882
Profanity0.015591404
Threat0.008738215
Severe Toxicity0.0014400482
Low Tox 0.016712861 Constructive 0.703 Personal_Narrative
Jul 16, 2025 21 likes Canadian Citizenship Test 2025 – …
So we are sharing the numbers. "What are the numbers?" "We don't habe thise numbers!"
So we are sharing the numbers. "What are the numbers?" "We don't habe thise numbers!"
Identity Attack0.002293867
Insult0.008462882
Profanity0.012004685
Threat0.006466233
Severe Toxicity0.00077724457
Low Tox 0.015393426 Moderate Con 0.302
Jan 7, 2026 IRCC Names India in Study …
Hi! I really love your content! We have an exciting collaboration opportunity and would love to share the details with you. I’ve sent all the info to your email, feel free to check it when …
Hi! I really love your content! We have an exciting collaboration opportunity and would love to share the details with you. I’ve sent all the info to your email, feel free to check it when you have a moment. Looking forward to your thoughts!
Identity Attack0.0058826595
Insult0.008386881
Profanity0.017436003
Threat0.009437286
Severe Toxicity0.0014781952
Low Tox 0.01426248 Constructive 0.65 Advertisement_Spam
Feb 10, 2026 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.