Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Is this what it’s like …" 2,805 comments · Page 100 of 113
It's like this everywhere. Im in Northbay and its the newest brown town on the map
It's like this everywhere. Im in Northbay and its the newest brown town on the map
Identity Attack0.026609946
Insult0.017292
Profanity0.017914234
Threat0.008026198
Severe Toxicity0.0024032593
Low Tox 0.04760506 Moderate Con 0.468 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Canadian I actually haven't met a single Canadian that is fine with this. The issue is that Canadians don't want to be like the U.S so they vote for the opposite. The problem …
As a Canadian I actually haven't met a single Canadian that is fine with this. The issue is that Canadians don't want to be like the U.S so they vote for the opposite. The problem is that the opposite of the U.S is means exactly this.
Identity Attack0.03894114
Insult0.017088935
Profanity0.011167783
Threat0.006155535
Severe Toxicity0.0013256073
Low Tox 0.04760506 Constructive 0.596 Policy_Critique
Feb 4, 2026 Inside Canada's Indian Invasion...
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Identity Attack0.01555616
Insult0.01838776
Profanity0.011441057
Threat0.007417747
Severe Toxicity0.0015544891
Low Tox 0.04760506 Low Con 0.221 Comparative_Framing
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The sad thing is for years we made jokes about "Bramladesh" thinking that it would somehow just stay somewhat contained. I don't think people realize how fast the demographics can change. By 2040 the entire …
The sad thing is for years we made jokes about "Bramladesh" thinking that it would somehow just stay somewhat contained. I don't think people realize how fast the demographics can change. By 2040 the entire GTA and even beyond will be like Brampton is today. It will be unliveable.
Identity Attack0.0073255757
Insult0.019419061
Profanity0.015488927
Threat0.00780612
Severe Toxicity0.0013828278
Low Tox 0.04760506 Constructive 0.568
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Native people be like...
Native people be like...
Identity Attack0.02439919
Insult0.016784932
Profanity0.023106437
Threat0.0074436385
Severe Toxicity0.0021648407
Low Tox 0.04711028 Moderate Con 0.339
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
A 15K reduction by the Carney government is insulting. There are multiple immigration catergories- add them all together its more like 1 million a year, not 400k. Wake up Canada, this policy has serious impacts …
A 15K reduction by the Carney government is insulting. There are multiple immigration catergories- add them all together its more like 1 million a year, not 400k. Wake up Canada, this policy has serious impacts on many components of your life and future generations of your family's life.
Identity Attack0.009915425
Insult0.02173949
Profanity0.01127026
Threat0.0068869707
Severe Toxicity0.0011205673
Low Tox 0.04711028 Constructive 0.58 Policy_Critique
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. Just look at the Eastern Europeans in Canada, they and their Canadian born children and grandchildren have learned and speak English language fluently. In Canada, people speak English and French. The British and the French values must be upheld. God save the King.
Identity Attack0.031722516
Insult0.014580919
Profanity0.010365041
Threat0.007534259
Severe Toxicity0.0018882751
Low Tox 0.04711028 Constructive 0.54 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Do you blame them, i sure don't, hell, even here in Canada and we don't even feel like we are surrounded by Canadians anymore, now feel more like a foreign country. so of course Americans …
Do you blame them, i sure don't, hell, even here in Canada and we don't even feel like we are surrounded by Canadians anymore, now feel more like a foreign country. so of course Americans see and feel that also and are acting on it.
Identity Attack0.0035548273
Insult0.0044310633
Profanity0.0012777713
Threat0.0027849718
Severe Toxicity0.000009809913
Low Tox 0.046995424
Dec 9, 2025 1 likes
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move …
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move to and those that live in have been doing this. Which is unfortunate, it's supposed to be far better than this but peace has made people delusional in a way and started to treat Canada like a resort for their early retirement. While trying to act like they AREN'T retirees.
Identity Attack0.013445892
Insult0.022964163
Profanity0.012482914
Threat0.006051969
Severe Toxicity0.0012874603
Low Tox 0.046368107 Constructive 0.683 Policy_Critique
Sep 8, 2025 Why Canadians Are Turning Against …
The Liberals are spending billions to win votes. They don’t seem to prioritize Canadians’ long-term interests. Instead, it feels like they are focused on gaining power and using taxpayer money for their own benefit.
The Liberals are spending billions to win votes. They don’t seem to prioritize Canadians’ long-term interests. Instead, it feels like they are focused on gaining power and using taxpayer money for their own benefit.
Identity Attack0.012441003
Insult0.02373764
Profanity0.010228404
Threat0.0060778605
Severe Toxicity0.0009870529
Low Tox 0.046120718 Moderate Con 0.341 Policy_Critique
Feb 24, 2026 7 likes 'We do know that there's …
As an immigrant, I came to this country many years ago because I share the Canadian values. If I would like to live in India, Syria, Pakistan (no offense), I would immigrate there.
As an immigrant, I came to this country many years ago because I share the Canadian values. If I would like to live in India, Syria, Pakistan (no offense), I would immigrate there.
Identity Attack0.038425524
Insult0.013402912
Profanity0.013029462
Threat0.0071199946
Severe Toxicity0.0016307831
Low Tox 0.045873325 Constructive 0.651
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
What happened to canada nice? Looks like they have the same issues.
What happened to canada nice? Looks like they have the same issues.
Identity Attack0.021786476
Insult0.01838776
Profanity0.010996987
Threat0.006647474
Severe Toxicity0.0012683868
Low Tox 0.045378547 Low Con 0.261 Question
Dec 9, 2025 1 likes Why Canadians Are Turning Against …
Looks like Kalergi's plan is also unfolding flawlessly in Canada
Looks like Kalergi's plan is also unfolding flawlessly in Canada
Identity Attack0.0073255757
Insult0.023093075
Profanity0.011065305
Threat0.006420923
Severe Toxicity0.001039505
Low Tox 0.045378547 Low Con 0.221 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This looks like NZ, same thing happening here
This looks like NZ, same thing happening here
Identity Attack0.019977676
Insult0.014124917
Profanity0.01941724
Threat0.008531082
Severe Toxicity0.0025367737
Low Tox 0.045131154 Moderate Con 0.358 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
It’s literally like 90 percent Punjabi with the rest being gujuratis. It’s not really representative of India.
It’s literally like 90 percent Punjabi with the rest being gujuratis. It’s not really representative of India.
Identity Attack0.042550452
Insult0.016860934
Profanity0.01941724
Threat0.0069516995
Severe Toxicity0.0018119812
Low Tox 0.045131154 Low Con 0.175
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Hey looks just like Australia!
Hey looks just like Australia!
Identity Attack0.028016793
Insult0.014732921
Profanity0.017026093
Threat0.007935578
Severe Toxicity0.0025749207
Low Tox 0.044883765 Moderate Con 0.376 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
They are not wanted, needed or liked....
They are not wanted, needed or liked....
Identity Attack0.005364689
Insult0.017012933
Profanity0.01220964
Threat0.007327127
Severe Toxicity0.0012683868
Low Tox 0.044883765 Low Con 0.272 Identity_Assertion
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
I like the guy on the bike.
I like the guy on the bike.
Identity Attack0.0064006294
Insult0.015948927
Profanity0.021125201
Threat0.011767523
Severe Toxicity0.0029182434
Low Tox 0.044883765 Moderate Con 0.426 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question …
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question 215. One time only—yes, one time only. Then I took the test, and on my first attempt I passed with 15 correct answers out of 20. I honestly can’t believe it. I didn’t realize how much I knew until I was sitting there answering the questions. About 50% of them came directly from the first 215 questions in the video. I am truly, deeply grateful to everyone who worked on this video. It’s not just good—it’s amazing. After nine years of struggle with this citizenship journey, I finally feel like I can breathe… like I can fly a little. Thank you all, from the bottom of my heart. 🤍
Identity Attack0.0037922803
Insult0.020256994
Profanity0.021603432
Threat0.007573096
Severe Toxicity0.0016975403
Low Tox 0.044636376 Constructive 0.713 Personal_Narrative
Jan 25, 2026 4 likes Canadian Citizenship Test 2025 – …
Every Tim Hortons is like that in Canada
Every Tim Hortons is like that in Canada
Identity Attack0.014249804
Insult0.02212623
Profanity0.013268576
Threat0.0062008454
Severe Toxicity0.0016307831
Low Tox 0.044388983 Moderate Con 0.343 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
just one point i’d like to make is the comment you made asking “native canadians” but you spoke to just non-immigrants. there are indigenous people in canada that are actually native to the land. those …
just one point i’d like to make is the comment you made asking “native canadians” but you spoke to just non-immigrants. there are indigenous people in canada that are actually native to the land. those are the native americans.
Identity Attack0.034816213
Insult0.016100928
Profanity0.010638315
Threat0.0058157085
Severe Toxicity0.0011110306
Low Tox 0.044141594 Moderate Con 0.441 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
These people have like 5 to 10 babies within 5 years so you can just imagine what the ratio will be eventually.
These people have like 5 to 10 babies within 5 years so you can just imagine what the ratio will be eventually.
Identity Attack0.008916483
Insult0.016100928
Profanity0.017367685
Threat0.008194493
Severe Toxicity0.002002716
Low Tox 0.044141594 Low Con 0.126 Unverified_Claim
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro Sikhs been in Brampton for like 30 years a massive amount.
Bro Sikhs been in Brampton for like 30 years a massive amount.
Identity Attack0.02821777
Insult0.015644927
Profanity0.019348921
Threat0.007353018
Severe Toxicity0.0020217896
Low Tox 0.0438942 Moderate Con 0.437 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It's almost like you got what you voted for. And if you don't think this is exactly what you voted for you weren't paying attention and THAT is the entire problem. Sepration is the solution, …
It's almost like you got what you voted for. And if you don't think this is exactly what you voted for you weren't paying attention and THAT is the entire problem. Sepration is the solution, let's go Wexit!
Identity Attack0.003884775
Insult0.019870255
Profanity0.0127561875
Threat0.00713294
Severe Toxicity0.0011968613
Low Tox 0.043646812 Moderate Con 0.414
Aug 29, 2025 Why Canadians Are Turning Against …

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.