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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I am not saying all …" 1,368 comments · Page 51 of 55
The guy on the bike says what 90% of the population are thinking and are too afraid to say.
The guy on the bike says what 90% of the population are thinking and are too afraid to say.
Identity Attack0.0031263188
Insult0.016708933
Profanity0.011765569
Threat0.007094103
Severe Toxicity0.00093460083
Low Tox 0.034513097 Moderate Con 0.386 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Stop saying it’s just kids that can’t get jobs! I am middle aged and work 20+ years in corporate tech and I can’t get a job for over 1.5 yeas
Stop saying it’s just kids that can’t get jobs! I am middle aged and work 20+ years in corporate tech and I can’t get a job for over 1.5 yeas
Identity Attack0.0034223017
Insult0.015416925
Profanity0.013200258
Threat0.0059322207
Severe Toxicity0.00091552734
Low Tox 0.034513097 Constructive 0.542
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
For everyone not in Canada, the guy on the bike is how 90 percent of Canadians feel. Some are to nice to say it and others speak freely like bike guy.
For everyone not in Canada, the guy on the bike is how 90 percent of Canadians feel. Some are to nice to say it and others speak freely like bike guy.
Identity Attack0.013546381
Insult0.016632931
Profanity0.011082385
Threat0.0062396824
Severe Toxicity0.0009822845
Low Tox 0.034277402 Constructive 0.59 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I wouldn't say Canada is the only Western country to break it's immigration system. Have you seen what is happening in the UK?
I wouldn't say Canada is the only Western country to break it's immigration system. Have you seen what is happening in the UK?
Identity Attack0.018972786
Insult0.012528907
Profanity0.010433359
Threat0.0068416605
Severe Toxicity0.0010585785
Low Tox 0.034277402 Constructive 0.525 Comparative_Framing
Jun 20, 2025 4 likes How Canada broke its immigration …
That guy with the bike is a legend says it all perfectly
That guy with the bike is a legend says it all perfectly
Identity Attack0.0064006294
Insult0.015340924
Profanity0.019007329
Threat0.008362788
Severe Toxicity0.0020599365
Low Tox 0.034041706 Moderate Con 0.415 Meta_Commentary
Jan 27, 2026 44 likes Inside Canada's Indian Invasion...
Everyone saying they dont assimilated should be practicing First Nation traditions and lifestyles, since they were the original people here and when the settlers came they should have assimilated to their culture.
Everyone saying they dont assimilated should be practicing First Nation traditions and lifestyles, since they were the original people here and when the settlers came they should have assimilated to their culture.
Identity Attack0.018269362
Insult0.012262905
Profanity0.0118338885
Threat0.006550381
Severe Toxicity0.0010490417
Low Tox 0.034041706 Moderate Con 0.48 Moral_Argument
Feb 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Identity Attack0.02138452
Insult0.013326911
Profanity0.009698936
Threat0.00636914
Severe Toxicity0.0010538101
Low Tox 0.034041706 Moderate Con 0.358 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow...Vassi will argue the sky is pink if the Conservatives say it's blue...
Wow...Vassi will argue the sky is pink if the Conservatives say it's blue...
Identity Attack0.0071405866
Insult0.016024929
Profanity0.012448754
Threat0.0069516995
Severe Toxicity0.001039505
Low Tox 0.03309893 Low Con 0.206 Meta_Commentary
Feb 24, 2026 28 likes 'We do know that there's …
I want to say thank you for high lighting this problem in a compassionate and professional manner, this video is not blaming the newcomers, it is the govt who did not have the foresight to …
I want to say thank you for high lighting this problem in a compassionate and professional manner, this video is not blaming the newcomers, it is the govt who did not have the foresight to see a problem before opening the flood gates. My grandpa was an immigrant, my husband's grandparents were as well. They came here with nothing, no handouts, worked hard in this country ❤
Identity Attack0.016058605
Insult0.012376905
Profanity0.013507691
Threat0.006699257
Severe Toxicity0.0011014938
Low Tox 0.03309893 Constructive 0.845
Nov 23, 2025 1 likes Why Canadians Are Turning Against …
Zafar the name says it all. They are not looking.
Zafar the name says it all. They are not looking.
Identity Attack0.0062526376
Insult0.017807651
Profanity0.0128245065
Threat0.007340072
Severe Toxicity0.0009822845
Low Tox 0.03309893 Low Con 0.207 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
All the people were being nice not saying what they really think.
All the people were being nice not saying what they really think.
Identity Attack0.0037737815
Insult0.014732921
Profanity0.014088398
Threat0.006822242
Severe Toxicity0.0010061264
Low Tox 0.03309893 Moderate Con 0.416 Meta_Commentary
Jan 27, 2026 1 likes 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 …
Why do they keep saying Punjab that territory and province is in India.
Why do they keep saying Punjab that territory and province is in India.
Identity Attack0.023193322
Insult0.011692902
Profanity0.013849284
Threat0.0069387536
Severe Toxicity0.0012874603
Low Tox 0.032627538 Low Con 0.255 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
first nations should also have a say in immigration
first nations should also have a say in immigration
Identity Attack0.01666154
Insult0.009260887
Profanity0.014634945
Threat0.007365964
Severe Toxicity0.0013446808
Low Tox 0.032627538 Low Con 0.232
Mar 24, 2019 1 likes How much do refugees and …
Can't even say I disagree with the guy on the bike.
Can't even say I disagree with the guy on the bike.
Identity Attack0.00224762
Insult0.015872927
Profanity0.011065305
Threat0.006479179
Severe Toxicity0.00076293945
Low Tox 0.032156147 Moderate Con 0.489 Identity_Assertion
Feb 6, 2026 66 likes Inside Canada's Indian Invasion...
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)
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, …
To be here as a citizen today, I had to pay CAD$35.000 for a two years program in Toronto. But to get the study visa I had to prove a lot of things, including money, proof that I had paid the college (at least 1st year), English, a Bachelor degree (education), a clear criminal history, and what attach me to my country. I had to study hard, and only after graduation I could have 3y work permit. By working in Canada I could get more point to become a permanent resident. After 2y having my PR, I could get the citizenship, but I had to prove I pay taxes, clear criminal history, and other things that show I would be a good citizen. So, I worked (and still work) hard, I am currently in two jobs and at school taking my masters, I respect the laws, I respect the culture (I never tried to impose mine), and I pay over CAD$10.000 in taxes per year on my income. That said, I feel as a slap on my face when fraudulent and dishonest people are able to be here cheating the system in any way. Some people may say I am an immigrant against immigration. NO, I am in favor of people taking the right path to immigrate, and make real contributions for this country, not coming to be scammers and criminals.
Identity Attack0.0076955543
Insult0.017227544
Profanity0.015079016
Threat0.006492125
Severe Toxicity0.0011730194
Low Tox 0.03192045 Constructive 0.774
Oct 10, 2025 IRCC Names India in Study …
When she says ‘they’ promised a better life, she’s talking about her immigration agent. Canada only ever issued her and millions like her a ‘temporary’ visa. I’m empathetic, I came with a temporary visa originally …
When she says ‘they’ promised a better life, she’s talking about her immigration agent. Canada only ever issued her and millions like her a ‘temporary’ visa. I’m empathetic, I came with a temporary visa originally but I did not ‘invest’ anything into my life but the bare minimum until my status was permanent.
Identity Attack0.0071775843
Insult0.016632931
Profanity0.010826191
Threat0.006051969
Severe Toxicity0.0008535385
Low Tox 0.03192045 Constructive 0.668 Personal_Narrative
Feb 11, 2026 Canada's tighter immigration policy divides …
Stereotypes are earned. Just saying.
Stereotypes are earned. Just saying.
Identity Attack0.0038107792
Insult0.015644927
Profanity0.011594773
Threat0.0061814263
Severe Toxicity0.0007534027
Low Tox 0.031684756 Moderate Con 0.323 Identity_Assertion
Mar 1, 2026 2 likes Inside Canada's Indian Invasion...
I wish I got 50k to set up my household. I guess I'm going to have to get some bronzer and say I'm stateless.
I wish I got 50k to set up my household. I guess I'm going to have to get some bronzer and say I'm stateless.
Identity Attack0.0042917514
Insult0.011996903
Profanity0.0166845
Threat0.008815889
Severe Toxicity0.0013637543
Low Tox 0.031449065 Constructive 0.511
Jan 22, 2019 11 likes How much do refugees and …
did he just say ...... its cheap????????? WHAT
did he just say ...... its cheap????????? WHAT
Identity Attack0.001572409
Insult0.013250912
Profanity0.015386449
Threat0.0059904763
Severe Toxicity0.0010490417
Low Tox 0.031213367 Low Con 0.26 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
11:00 speaking of bad driving, that grey SUV did a left turn when the sign clearly says no left turns.
11:00 speaking of bad driving, that grey SUV did a left turn when the sign clearly says no left turns.
Identity Attack0.0032373124
Insult0.015796926
Profanity0.0108774295
Threat0.0066215824
Severe Toxicity0.0009965897
Low Tox 0.031213367 Moderate Con 0.366 Meta_Commentary
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)
"The Greatest country on earth = the USA" In this context I don't know if you can say that with the events in the last 48 hours
"The Greatest country on earth = the USA" In this context I don't know if you can say that with the events in the last 48 hours
Identity Attack0.012441003
Insult0.0116169015
Profanity0.015079016
Threat0.0072882893
Severe Toxicity0.0014591217
Low Tox 0.030977672 Moderate Con 0.357 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I just want to say thank you to the person who prepare this video.pass my exam today i got 19/20 i watch it two time and get good result .❤
I just want to say thank you to the person who prepare this video.pass my exam today i got 19/20 i watch it two time and get good result .❤
Identity Attack0.007288578
Insult0.0107048955
Profanity0.022354934
Threat0.010395273
Severe Toxicity0.0028038025
Low Tox 0.030741978 Constructive 0.585 Personal_Narrative
May 29, 2025 15 likes Canadian Citizenship Test 2025 – …

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.