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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 #}

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Active: "This is how a world …" 1,032 comments · Page 34 of 42
At the end immigration will be STOPPED. I have no doubt. But the 3rd world countries will grow up. There will be no tendency to go abroad or money laundering. I am hopeful that GOOD …
At the end immigration will be STOPPED. I have no doubt. But the 3rd world countries will grow up. There will be no tendency to go abroad or money laundering. I am hopeful that GOOD DAYS ARE COMING . Cheers!
Identity Attack0.057492398
Insult0.023995465
Profanity0.013439372
Threat0.00967031
Severe Toxicity0.0037384033
Low Tox 0.11057663 Constructive 0.567 Policy_Critique
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is far from the greatest country in the world. Obviously you have not travelled much
Canada is far from the greatest country in the world. Obviously you have not travelled much
Identity Attack0.030691283
Insult0.036545437
Profanity0.012517073
Threat0.0060713873
Severe Toxicity0.0018501282
Low Tox 0.1104733 Low Con 0.297 Comparative_Framing
Feb 14, 2026 Inside Canada's Indian Invasion...
On their way to sneak to the greatest countries of the world?? 😂😂😂They’re already in Canada
On their way to sneak to the greatest countries of the world?? 😂😂😂They’re already in Canada
Identity Attack0.044870727
Insult0.03136692
Profanity0.018734055
Threat0.007365964
Severe Toxicity0.002746582
Low Tox 0.1100022 Low Con 0.159 Humor_Satire
Feb 14, 2026 Inside Canada's Indian Invasion...
I felt compelled to write this. I appreciate you getting both sides and also asking some "hard" hitting questions that would mostly be seen as a rhetorical with a lot of people who have a …
I felt compelled to write this. I appreciate you getting both sides and also asking some "hard" hitting questions that would mostly be seen as a rhetorical with a lot of people who have a distaste for Indians (You pay international student tuition, complain about it, why are you here in the first place?). However I really appreciate that you do show the beautiful side of a community just trying to keep each other safe and well fed, while unfortunately it's a bit more explicit in the Western world that we tend to be more 'figure it out by yourself. Life yourself by your bootstraps' type of mentality. There is an immigration issue, specifically a resesntement feeling within the country, but it's still important to humanize people and communities.
Identity Attack0.06704199
Insult0.037980765
Profanity0.03464781
Threat0.008026198
Severe Toxicity0.0029945374
Low Tox 0.1100022 Constructive 0.885 Moral_Argument
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This has been planned a very long time ago. It's called the KALERGI PLAN......an integral part of the GLOBALIST AGENDA 2030, when they hope to cause massive chaos in every Country around the WORLD, out …
This has been planned a very long time ago. It's called the KALERGI PLAN......an integral part of the GLOBALIST AGENDA 2030, when they hope to cause massive chaos in every Country around the WORLD, out of which they plan to have their "ONE WORLD COMMUNIST GOVERNMENT"......with a drastically reduced WORLD POPULATION ....I.M.H.O.
Identity Attack0.023193322
Insult0.033019636
Profanity0.015283971
Threat0.00951496
Severe Toxicity0.0033187866
Low Tox 0.10956833 Low Con 0.284 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is …
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is doing it. We're already cut off from half the world. It's scary to live in Russia. We used to have peace, but now our country is restricting us. Goodbye, Tyler. 😢❤ Тайлер, привет из России, я сижу на vpn что бы увидеть твой ролик, но скоро у меня не будет даже такой возможности с 1 марта в России обещают отключить интернет, это делает наше государство, мы уже отрезаны от половины мира, (многое я не могу говорить) в России страшно жить, когда то у нас было спокойно, но теперь нас ограничевает наша страна, прощай Тайлер😢❤
Identity Attack0.04641757
Insult0.0314771
Profanity0.070942834
Threat0.012285355
Severe Toxicity0.0077438354
Low Tox 0.10783285 Constructive 0.622 Personal_Narrative
Feb 19, 2026 3 likes Inside Canada's Indian Invasion...
Too many were let in from one country; 195 countries in the world and 50% entry was given to one country. This has truly ruined the cultural mosaic of Canada. They all need to go …
Too many were let in from one country; 195 countries in the world and 50% entry was given to one country. This has truly ruined the cultural mosaic of Canada. They all need to go back when their Visas expire.
Identity Attack0.039972372
Insult0.03489272
Profanity0.010655395
Threat0.0086087575
Severe Toxicity0.0023937225
Low Tox 0.10739898 Constructive 0.513
Jun 18, 2025 172 likes How Canada broke its immigration …
thank goodness somebody’s looking out there looking out for us thank you, Michelle, without these kind of checks that are way overdue will keep spilling down to a Third World country
thank goodness somebody’s looking out there looking out for us thank you, Michelle, without these kind of checks that are way overdue will keep spilling down to a Third World country
Identity Attack0.023193322
Insult0.032468732
Profanity0.013849284
Threat0.0070552654
Severe Toxicity0.0019168854
Low Tox 0.10522962 Moderate Con 0.476
Sep 30, 2025 IRCC Names India in Study …
Brampton born and bread here 🙋‍♂️. During my childhood and teenage years, Brampton was known to be one of the most ethnically diverse places in the world. It wasn’t until my university years I noticed …
Brampton born and bread here 🙋‍♂️. During my childhood and teenage years, Brampton was known to be one of the most ethnically diverse places in the world. It wasn’t until my university years I noticed an influx of people of a particular demographic in my city. Now, the majority of Bramptonians who lived in the city 10+ years ago have essentially been flushed out of our own city. I’m not opposed to immigration at all but what this group have done to the fabric and culture of Brampton is so sad. It’s moved from a city of diversity to one of homogeneity and it’s absolutely disheartening.
Identity Attack0.055218685
Insult0.036214896
Profanity0.021125201
Threat0.008013252
Severe Toxicity0.0035476685
Low Tox 0.10522962 Constructive 0.721 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
When I moved to Canada from Poland, I was told to keep my head down and behave like the Canadians do. Never imagined a world where I showed up and forced my hosts to adapt …
When I moved to Canada from Poland, I was told to keep my head down and behave like the Canadians do. Never imagined a world where I showed up and forced my hosts to adapt to my culture.
Identity Attack0.06749674
Insult0.030044744
Profanity0.01220964
Threat0.00746953
Severe Toxicity0.0023555756
Low Tox 0.103928015 Moderate Con 0.487
Oct 3, 2025 149 likes Inside Canada's Indian Metropolis (Brampton)
And this right here is what's wrong with the world
And this right here is what's wrong with the world
Identity Attack0.00932346
Insult0.02193286
Profanity0.025087673
Threat0.008505191
Severe Toxicity0.0025367737
Low Tox 0.102626406 Low Con 0.251 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Way too many and jobs Canadians need are being taken. Homeless shelters at capacity . healthcare crashing. Canada already crashing financially and they continue to bring 3rd world into a country needing to breathe. Also …
Way too many and jobs Canadians need are being taken. Homeless shelters at capacity . healthcare crashing. Canada already crashing financially and they continue to bring 3rd world into a country needing to breathe. Also 'Secret RCMP report warns Canadians may revolt once they realize how broke they are within 5 years' This report came out in 2024.
Identity Attack0.050671257
Insult0.032799274
Profanity0.011782649
Threat0.00823333
Severe Toxicity0.0025939941
Low Tox 0.102192536 Constructive 0.531 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Quebecer here who has lived all over the world. Never received or demanded help from any foreign country. Today's youth are very entitled. Give the important sector jobs to Canadians who are being bypassed. Immigration …
Quebecer here who has lived all over the world. Never received or demanded help from any foreign country. Today's youth are very entitled. Give the important sector jobs to Canadians who are being bypassed. Immigration used to be fair and well vetted. Time to stop the woke / Lib rules
Identity Attack0.039714564
Insult0.036545437
Profanity0.012141321
Threat0.006304411
Severe Toxicity0.0016880035
Low Tox 0.10175867 Constructive 0.634
Nov 23, 2025 12 likes Quebec Ends Economic Immigration Program …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
So this is called tolerance …? What about all the experts in all different fields that were Virtually invited to Canada from all over the world because of a shortage a few decades ago Surely …
So this is called tolerance …? What about all the experts in all different fields that were Virtually invited to Canada from all over the world because of a shortage a few decades ago Surely they added value - now they have been all used up- time to show some of these Canadian’s true colours ? Some Canadians - hopefully just a minority
Identity Attack0.06431354
Insult0.027730936
Profanity0.011082385
Threat0.007327127
Severe Toxicity0.0022411346
Low Tox 0.10045706 Moderate Con 0.41
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
so where are the current invaders coming from? who is behind it and why? Does Walmart need more customers and employees ? Do the police need more customers ? Does Chair mayor Chow need another …
so where are the current invaders coming from? who is behind it and why? Does Walmart need more customers and employees ? Do the police need more customers ? Does Chair mayor Chow need another excuse to raise taxes ? In the name of safety and the socialist/communist New World Order.
Identity Attack0.024198212
Insult0.032909457
Profanity0.012926984
Threat0.007197669
Severe Toxicity0.0021457672
Low Tox 0.10045706 Low Con 0.288 Fear_Threat
Jun 17, 2025 How Canada broke its immigration …
Well the world has changed a lot and especially considering most of Canadians are boomers ! That model doesnt work anymore
Well the world has changed a lot and especially considering most of Canadians are boomers ! That model doesnt work anymore
Identity Attack0.053399716
Insult0.032138187
Profanity0.012892825
Threat0.005945166
Severe Toxicity0.0017929077
Low Tox 0.10002319 Low Con 0.295 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
The world is not healing
The world is not healing
Identity Attack0.015355183
Insult0.020579277
Profanity0.024472807
Threat0.010239923
Severe Toxicity0.0028800964
Low Tox 0.10002319 Moderate Con 0.301
Jan 27, 2026 Inside Canada's Indian Invasion...
ain't going anymore .... i wont be printed like a thief..... But seems that most of the world now dislike the states they might have no choice but to do it.
ain't going anymore .... i wont be printed like a thief..... But seems that most of the world now dislike the states they might have no choice but to do it.
Identity Attack0.00091045856
Insult0.07562188
Profanity0.00021356985
Threat0.0011309545
Severe Toxicity0.00000439985
Low Tox 0.099885166
Dec 10, 2025
I’ve worked in this city since 2007 you couldn’t pay my mortgage off to move here. Tyler didn’t mention it’s rated #1 of Indian migrants outside of India in the world.
I’ve worked in this city since 2007 you couldn’t pay my mortgage off to move here. Tyler didn’t mention it’s rated #1 of Indian migrants outside of India in the world.
Identity Attack0.10221587
Insult0.023221988
Profanity0.012517073
Threat0.0062849927
Severe Toxicity0.0019359589
Low Tox 0.09958932 Constructive 0.507
Jan 27, 2026 Inside Canada's Indian Invasion...
Around the world all the health systems is free for human being ,like India,Pakistan,Tajikistan,Afghanistan,turkey,Tajikistan, many more for all human being live in thier countries health systems is free for them only drugs is not free …
Around the world all the health systems is free for human being ,like India,Pakistan,Tajikistan,Afghanistan,turkey,Tajikistan, many more for all human being live in thier countries health systems is free for them only drugs is not free they can buy ,this is respect human right not money
Identity Attack0.0543092
Insult0.030485468
Profanity0.017162729
Threat0.007624879
Severe Toxicity0.0032806396
Low Tox 0.09958932 Moderate Con 0.47 Comparative_Framing
Feb 24, 2026 'We do know that there's …
In Europe The 3ed World 80% Percent Do Not Work. Only 20% Percent Work. So 80% Percent Need "Crutches" From The Government..
In Europe The 3ed World 80% Percent Do Not Work. Only 20% Percent Work. So 80% Percent Need "Crutches" From The Government..
Identity Attack0.043581683
Insult0.027476108
Profanity0.017094411
Threat0.006550381
Severe Toxicity0.0023937225
Low Tox 0.09915545 Low Con 0.191
Oct 22, 2018 How much do refugees and …
Canada is not only for European immigrants..This land is for everyone around the world
Canada is not only for European immigrants..This land is for everyone around the world
Identity Attack0.089145996
Insult0.019870255
Profanity0.014225035
Threat0.0063885585
Severe Toxicity0.0024986267
Low Tox 0.09741997 Moderate Con 0.376
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Why would you want to bring a child into this world when all you do is work to pay bills and can't have any fun. There's zero incentive
Why would you want to bring a child into this world when all you do is work to pay bills and can't have any fun. There's zero incentive
Identity Attack0.0053276913
Insult0.027218282
Profanity0.017436003
Threat0.0067251488
Severe Toxicity0.001821518
Low Tox 0.09655223 Low Con 0.288
Aug 25, 2025 31 likes Why Canadians Are Turning Against …
If you are not ready to assimilate then don't go. Bicycle guys is what the world need more of right now.
If you are not ready to assimilate then don't go. Bicycle guys is what the world need more of right now.
Identity Attack0.011765319
Insult0.026831545
Profanity0.017026093
Threat0.010964886
Severe Toxicity0.002822876
Low Tox 0.09611836 Moderate Con 0.36 Identity_Assertion
Jan 29, 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.