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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 #}

Comment Explorer

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Active: "Did we NOT LEARN with …" 288 comments · Page 11 of 12
We learn in University that Canada has improved from identity politics (Canada's culture and values) to diversity politics and it's a GOOD thing. Don't question it, you don't need an identity in order to have …
We learn in University that Canada has improved from identity politics (Canada's culture and values) to diversity politics and it's a GOOD thing. Don't question it, you don't need an identity in order to have a culture... We are doomed
Identity Attack0.013244915
Insult0.021997316
Profanity0.011902207
Threat0.0063626673
Severe Toxicity0.0010538101
Low Tox 0.04785245 Constructive 0.62 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
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...
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our …
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our environment is being destroyed from them all. If you move here then change how you are as a person, learn the traditions of the country and respect it. Please pray for us
Identity Attack0.012641981
Insult0.020192537
Profanity0.0113044195
Threat0.0070552654
Severe Toxicity0.0013637543
Low Tox 0.046120718 Constructive 0.726 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I learned several years ago during a time of unemployment that our EI centers are not for us, they are for immigrants. Not one service was for me, but if I was an immigrant, the …
I learned several years ago during a time of unemployment that our EI centers are not for us, they are for immigrants. Not one service was for me, but if I was an immigrant, the entire world opens up including lots of financial support, they will even help you open a business. Yet we are the ones paying into it.
Identity Attack0.030175667
Insult0.015188923
Profanity0.011406898
Threat0.0061425893
Severe Toxicity0.0011825562
Low Tox 0.044883765 Constructive 0.706
Nov 9, 2019 6 likes How much do refugees and …
This gentleman told the truth. You're not to change the culture, you're to become part of it. All cultures have things that are good, wven great. To learn those great things from other cultures is …
This gentleman told the truth. You're not to change the culture, you're to become part of it. All cultures have things that are good, wven great. To learn those great things from other cultures is ok. But this lady speaks the truth.
Identity Attack0.013244915
Insult0.020256994
Profanity0.012585391
Threat0.006272047
Severe Toxicity0.0011110306
Low Tox 0.0438942 Constructive 0.738 Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I'm a immigrant, came here without any English, but learned the language. I was born in Brazil and I watch more Hockey then soccer. I always do the best I can to be integrated within …
I'm a immigrant, came here without any English, but learned the language. I was born in Brazil and I watch more Hockey then soccer. I always do the best I can to be integrated within society, helping and doing the best I can so anywhere I go and tell them where I live to represent the county and show them how respectful we are!I feel sad watching people trying to change the culture instead of adapting to Canada's Culture. I'm not a person that get's angry easily but I find really hard not to feel displeased with the lack of respect to the County and it's culture. Just my two cents
Identity Attack0.019877186
Insult0.020063626
Profanity0.015728042
Threat0.006861079
Severe Toxicity0.001411438
Low Tox 0.0438942 Constructive 0.858
Aug 27, 2025 Why Canadians Are Turning Against …
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
Identity Attack0.022992345
Insult0.015264924
Profanity0.014532468
Threat0.0063950317
Severe Toxicity0.0012397766
Low Tox 0.04290464 Constructive 0.729 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Lately, I’ve felt this gap between what I study and what the market actually throws at me||. I’d love to learn from someone who doesn’t sugarcoat anything and can explain how they think when things …
Lately, I’ve felt this gap between what I study and what the market actually throws at me||. I’d love to learn from someone who doesn’t sugarcoat anything and can explain how they think when things get volatile for real...
Identity Attack0.0026823445
Insult0.015644927
Profanity0.029888187
Threat0.00713294
Severe Toxicity0.001373291
Low Tox 0.04216247 Constructive 0.567 Question
Dec 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
There is a group creating a new social measurement called 'World Civility Index' to help immigrants to learn about the culture and values of their new host. The concept is to set a standard, common …
There is a group creating a new social measurement called 'World Civility Index' to help immigrants to learn about the culture and values of their new host. The concept is to set a standard, common interface where everyone can interact and enjoy each other, not imposing their own "old country" culture, especially in public. We do this by cultivating social manners, empathy, intercultural awareness so that newcomers can be better employees, students, general citizens. What gets measured gets managed.
Identity Attack0.0233943
Insult0.017936565
Profanity0.0138151245
Threat0.006537435
Severe Toxicity0.001411438
Low Tox 0.041172907 Constructive 0.679 Solidarity
Sep 18, 2025 Why Canadians Are Turning Against …
Has there ever been a journalist to investigate what a 3 way is like? So we can all learn about that? Jw
Has there ever been a journalist to investigate what a 3 way is like? So we can all learn about that? Jw
Identity Attack0.015053716
Insult0.015264924
Profanity0.017777596
Threat0.00746953
Severe Toxicity0.0015163422
Low Tox 0.041172907 Low Con 0.29 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Learn the language don't change the Canadian life
Learn the language don't change the Canadian life
Identity Attack0.015857628
Insult0.015568925
Profanity0.010279642
Threat0.006874025
Severe Toxicity0.001168251
Low Tox 0.039935954 Moderate Con 0.302
Aug 27, 2025 Why Canadians Are Turning Against …
video started with hate vibes & ends with good vibes, loved the video, you covered both the aspects . we indian spread love whenever we go. we are not hurting anyone, please respect us & …
video started with hate vibes & ends with good vibes, loved the video, you covered both the aspects . we indian spread love whenever we go. we are not hurting anyone, please respect us & please don’t jealous from us, we learn from everyone. we respect every canadian.
Identity Attack0.013847848
Insult0.014048916
Profanity0.01627459
Threat0.0070034824
Severe Toxicity0.0014209747
Low Tox 0.039935954 Constructive 0.675
Jan 13, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything …
I can tell you one thing, around the 11:00 minute mark I learned these people definitely were not let in to Canada for their singing talent or Music writing skills, it really seems like everything they do, is to teach or make people run away and leave. I don't get it.
Identity Attack0.011617327
Insult0.017012933
Profanity0.011423977
Threat0.0071847234
Severe Toxicity0.0011444092
Low Tox 0.038519915 Moderate Con 0.465 Identity_Assertion
Nov 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They are just in Canada for a diploma of learning new techniques about GiftCards, CallCenter work,... which they can use back in India for a higher success in redeeming ;)
They are just in Canada for a diploma of learning new techniques about GiftCards, CallCenter work,... which they can use back in India for a higher success in redeeming ;)
Identity Attack0.02048012
Insult0.016708933
Profanity0.011082385
Threat0.006738094
Severe Toxicity0.0012207031
Low Tox 0.037577134 Moderate Con 0.439 Humor_Satire
Feb 20, 2026 1 likes Inside Canada's Indian Invasion...
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)
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 …
Get organised..get fit..learn hand to hand combat..obtain the tools needed..educate others..Embrace your Faith and Heritage!
Get organised..get fit..learn hand to hand combat..obtain the tools needed..educate others..Embrace your Faith and Heritage!
Identity Attack0.008583503
Insult0.012338906
Profanity0.010792031
Threat0.008764107
Severe Toxicity0.0014209747
Low Tox 0.033806015 Moderate Con 0.405 Call_To_Action
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
remigration is a word people need to learn and understand
remigration is a word people need to learn and understand
Identity Attack0.006622616
Insult0.012870909
Profanity0.01490822
Threat0.008427517
Severe Toxicity0.0012779236
Low Tox 0.03357032 Low Con 0.224 Call_To_Action
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
I thought I remembered learning there were travelers and traders from East and South Asia along the western coast before Europeans came to this continent.
I thought I remembered learning there were travelers and traders from East and South Asia along the western coast before Europeans came to this continent.
Identity Attack0.02128403
Insult0.011274899
Profanity0.013883443
Threat0.006757513
Severe Toxicity0.0012397766
Low Tox 0.032627538 Moderate Con 0.434
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What did they learn? Can't make coffee or keep washrooms clean or open.
What did they learn? Can't make coffee or keep washrooms clean or open.
Identity Attack0.00224762
Insult0.015720926
Profanity0.011423977
Threat0.006382086
Severe Toxicity0.00088214874
Low Tox 0.032391842 Low Con 0.217 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Okay so we can try and learn about other cultures in a professional way or like educated way but lets be cautious that not everyone may like this
Okay so we can try and learn about other cultures in a professional way or like educated way but lets be cautious that not everyone may like this
Identity Attack0.012340514
Insult0.012110904
Profanity0.0166845
Threat0.007145886
Severe Toxicity0.0012969971
Low Tox 0.031449065 Constructive 0.551 Moral_Argument
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)
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of living here, but not to embrace the culture that makes this country great. It feels like we’re losing a battle most people didn’t even realize was happening. A government is meant to serve its people, yet it often feels like ours is working against us.
Identity Attack0.0063266335
Insult0.015644927
Profanity0.010774951
Threat0.0063367756
Severe Toxicity0.0007343292
Low Tox 0.029092113 Constructive 0.718 Personal_Narrative
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I don’t see the problem let them practise their culture and language they pay taxes and stuff and at least put some effort in learning ur stuff
I don’t see the problem let them practise their culture and language they pay taxes and stuff and at least put some effort in learning ur stuff
Identity Attack0.00847251
Insult0.01306091
Profanity0.011560614
Threat0.0063950317
Severe Toxicity0.000872612
Low Tox 0.02873857 Moderate Con 0.365 Solidarity
Oct 11, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)

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.