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: "US is the same" 1,175 comments · Page 44 of 47
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated in the 80s and 90s had to assimilate and become “Canadian” which in hindsight was for the best. I learned about my culture and language at home, but my parents, emphasized the importance of being “Canadian first” and being a part of society and “fitting in.” This wasn’t at all a bad thing. I learned to ski, skate, make ice lollies with snow and syrup, went camping, played sports… I feel embarrassed when Indians are looked at in this light, but its true. 90% of this new wave of immigrants on “student visas,” dont intend to actually obtain any sort of an education, instead they use it as a pathway for permanent residency. I know this because I have relatives who say this out loud behind closed doors. I don’t agree with any of it, and quite frankly it’s very embarrassing, but most of us first generation Indian Canadians feel very upset about how its all played out and the negative light in which our people are now viewed under. Personally, I agree they arent interested in becoming culturally Canadian, they just want to be in Canada for financial reasons. They stay in their groups, dont integrate and think somehow this will play out well. It isnt discrimination when your own people also feel this way. I have yet to meet a first gen Canadian who disagrees
Identity Attack0.02138452
Insult0.017088935
Profanity0.014874061
Threat0.0066215824
Severe Toxicity0.0014781952
Low Tox 0.037577134 Constructive 0.762 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Our version of an open border. Little wonder Trump gives us a hard time.
Our version of an open border. Little wonder Trump gives us a hard time.
Identity Attack0.0043657473
Insult0.01632893
Profanity0.010347961
Threat0.0077802283
Severe Toxicity0.0010538101
Low Tox 0.037105743 Low Con 0.251 Comparative_Framing
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Us Torontonians call it BRAMledesh.
Us Torontonians call it BRAMledesh.
Identity Attack0.01656105
Insult0.016784932
Profanity0.017845914
Threat0.0070552654
Severe Toxicity0.0018596649
Low Tox 0.036870047 Moderate Con 0.334 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It's happening all over. We are being made to feel like we are guest in our own country. I wonder if the roles were switched, if they would have the same feelings a lot.of us …
It's happening all over. We are being made to feel like we are guest in our own country. I wonder if the roles were switched, if they would have the same feelings a lot.of us have
Identity Attack0.01666154
Insult0.012224905
Profanity0.014259194
Threat0.0066798385
Severe Toxicity0.0012302399
Low Tox 0.036634352 Constructive 0.623 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
India..., such a beautiful culture..., living in troubled times, is the lot of us all.
India..., such a beautiful culture..., living in troubled times, is the lot of us all.
Identity Attack0.020178653
Insult0.011996903
Profanity0.019485557
Threat0.009281937
Severe Toxicity0.0019264221
Low Tox 0.035691574 Constructive 0.519 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Coming soon to a US city near you...
Coming soon to a US city near you...
Identity Attack0.00621564
Insult0.013592913
Profanity0.01265371
Threat0.009048914
Severe Toxicity0.0018024445
Low Tox 0.03545588 Low Con 0.257 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
bro no one goes from canada to america illegally, its easier to get Pr and passport in Canada so they just stay there and then once they get passport they can do whatever in usa …
bro no one goes from canada to america illegally, its easier to get Pr and passport in Canada so they just stay there and then once they get passport they can do whatever in usa similar to a us citizen.
Identity Attack0.02048012
Insult0.013440913
Profanity0.011201942
Threat0.0062785195
Severe Toxicity0.0011348724
Low Tox 0.035220183 Moderate Con 0.323
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US …
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US living. Our Family moved back in Canada in 1997 to Nova Scotia. We then adapted back to the Canadian culture. Mother and Father taught us to always support the country you live in. Adapt to it's culture and rules. I live in Quebec now in Montreal been here since 2018. I'm always learning french here and there but speak mostly english. But I support the french language. Some days on the weekend though downtown when I see all the immigrants praying in the streets I am starting to miss the USA though. But I do not process an Green Card anymore.
Identity Attack0.016460562
Insult0.018001022
Profanity0.015386449
Threat0.006641001
Severe Toxicity0.0015830994
Low Tox 0.034984488 Constructive 0.778
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Tyler coming to us live, from the Heart of Bramptladesh
Tyler coming to us live, from the Heart of Bramptladesh
Identity Attack0.009989422
Insult0.012452906
Profanity0.021603432
Threat0.012803185
Severe Toxicity0.0028419495
Low Tox 0.034748793 Low Con 0.296
Jan 27, 2026 21 likes Inside Canada's Indian Invasion...
Don't care if it costs us 10 billion dollars
Don't care if it costs us 10 billion dollars
Identity Attack0.00258985
Insult0.013668913
Profanity0.016821137
Threat0.0069516995
Severe Toxicity0.0012111664
Low Tox 0.034748793 Low Con 0.172 Call_To_Action
Dec 25, 2025 Deportations From Canada at Their …
Upgrade to the last video, "Don't they like us?" Stephen Harper opened the flood gates. Treadeu held then opened too long.
Upgrade to the last video, "Don't they like us?" Stephen Harper opened the flood gates. Treadeu held then opened too long.
Identity Attack0.0037367835
Insult0.014428918
Profanity0.014225035
Threat0.008194493
Severe Toxicity0.0012493134
Low Tox 0.034748793 Low Con 0.265
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
The Gvmt is trying to divide us and it's working..
The Gvmt is trying to divide us and it's working..
Identity Attack0.0066596144
Insult0.014428918
Profanity0.013302735
Threat0.008285114
Severe Toxicity0.0012969971
Low Tox 0.034041706 Low Con 0.291 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
"Tragedy"? Give us a break!
"Tragedy"? Give us a break!
Identity Attack0.0017573982
Insult0.014352918
Profanity0.012277958
Threat0.007948523
Severe Toxicity0.0011301041
Low Tox 0.034041706 Low Con 0.215 Humor_Satire
Nov 23, 2025 2 likes Quebec Ends Economic Immigration Program …
Maybe $50000 is just pocket change for her but how about for the rest of us who has to work for a living ?
Maybe $50000 is just pocket change for her but how about for the rest of us who has to work for a living ?
Identity Attack0.0026823445
Insult0.015416925
Profanity0.014395831
Threat0.0071588317
Severe Toxicity0.0009822845
Low Tox 0.034041706 Moderate Con 0.395
Dec 2, 2018 How much do refugees and …
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...
Guys, this isn't going to end well for us if you haven't realized it yet.
Guys, this isn't going to end well for us if you haven't realized it yet.
Identity Attack0.0035517942
Insult0.012186904
Profanity0.015249812
Threat0.009126588
Severe Toxicity0.0012397766
Low Tox 0.03357032 Low Con 0.204
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
They're either working under the table, or already crossed the border to the US.
They're either working under the table, or already crossed the border to the US.
Identity Attack0.008953481
Insult0.014884921
Profanity0.011116544
Threat0.006874025
Severe Toxicity0.0009775162
Low Tox 0.03357032 Low Con 0.219
Sep 29, 2025 IRCC Names India in Study …
Dude on the bike is fully aware. Prolly looked at how things in Europe and US are going
Dude on the bike is fully aware. Prolly looked at how things in Europe and US are going
Identity Attack0.011099357
Insult0.013820915
Profanity0.016479544
Threat0.008039144
Severe Toxicity0.0016307831
Low Tox 0.03309893 Low Con 0.18 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower …
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower to middle class ) would say things are fine and if we took a moment to get opinions in a couple cities or even towns in Canada ( Ontario specifically) and ask the lower to middle class we will see just how negative the impact is on us.
Identity Attack0.017967897
Insult0.0142009165
Profanity0.009920971
Threat0.006162008
Severe Toxicity0.00084400177
Low Tox 0.032863233 Constructive 0.75
Aug 31, 2025 8 likes Why Canadians Are Turning Against …
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek …
Just got back from my first ever cruise and fully enjoyed it. Sat through a few presentations on how the ship actually keeps us all safe and afloat and had a behind the scenes peek at where the amazing crew eat , sleep and socialize. Also learned how they hire and vet their staff, including all background and health checks before they can work for Royal Caribbean (Celebrity). Hey Mr PM, perhaps you could join this board and learn a thing or two on how to “onboard” people to safeguard all.
Identity Attack0.002626848
Insult0.02103047
Profanity0.0137468055
Threat0.0065244893
Severe Toxicity0.0010681152
Low Tox 0.032863233 Constructive 0.828 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The guy on the bike is all of us
The guy on the bike is all of us
Identity Attack0.006363631
Insult0.013782915
Profanity0.018324144
Threat0.0091524795
Severe Toxicity0.0019073486
Low Tox 0.032627538 Moderate Con 0.319 Humor_Satire
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
Well this is insider info that ICE is taking the illegal alien situation seriously and is carefully investigating the US Cana border
Well this is insider info that ICE is taking the illegal alien situation seriously and is carefully investigating the US Cana border
Identity Attack0.016360072
Insult0.012718908
Profanity0.010911589
Threat0.0064597605
Severe Toxicity0.0010204315
Low Tox 0.032627538 Moderate Con 0.337 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Apparently after immigration reforms canadas population us set to shrink know as immigration has been slashed. Student visas alone are down like 80
Apparently after immigration reforms canadas population us set to shrink know as immigration has been slashed. Student visas alone are down like 80
Identity Attack0.014551271
Insult0.012072904
Profanity0.009639157
Threat0.0065956907
Severe Toxicity0.00093460083
Low Tox 0.031449065 Moderate Con 0.423 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs ICE more than US
Canada needs ICE more than US
Identity Attack0.014752249
Insult0.013782915
Profanity0.01173141
Threat0.007521313
Severe Toxicity0.001745224
Low Tox 0.031331215 Low Con 0.138
Sep 29, 2025 1 likes IRCC Names India in Study …

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.