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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: "It seems to me that …" 312 comments · Page 12 of 13
you are doing great job,yes lots of them working instead going to school, i witness too and even question him are you student? because seems not going to school but work everyday their employer is …
you are doing great job,yes lots of them working instead going to school, i witness too and even question him are you student? because seems not going to school but work everyday their employer is same with employee same country
Identity Attack0.009693438
Insult0.012680908
Profanity0.013131939
Threat0.006220264
Severe Toxicity0.0011253357
Low Tox 0.029799197 Constructive 0.706 Personal_Narrative
Oct 2, 2025 IRCC Names India in Study …
Are they using us to get to the USA? I can only hope. It doesn't seem like it from the inside. :(
Are they using us to get to the USA? I can only hope. It doesn't seem like it from the inside. :(
Identity Attack0.010507392
Insult0.011692902
Profanity0.015079016
Threat0.007637825
Severe Toxicity0.0011348724
Low Tox 0.02920996 Moderate Con 0.494
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
From the comments it seems that no one actually watched the whole video...
From the comments it seems that no one actually watched the whole video...
Identity Attack0.0030708222
Insult0.011578901
Profanity0.014088398
Threat0.007029374
Severe Toxicity0.00096321106
Low Tox 0.028031485 Low Con 0.218 Meta_Commentary
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
@TorontoSun The Libs vision for Canada as a “post-national state” seems to be a Canada that consists of a collection of other Nations.
@TorontoSun The Libs vision for Canada as a “post-national state” seems to be a Canada that consists of a collection of other Nations.
Identity Attack0.014249804
Insult0.013668913
Profanity0.00950252
Threat0.006084333
Severe Toxicity0.0009822845
Low Tox 0.027913637 Low Con 0.224 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I have many Indian friends who came to Canada over the years. My friends’ families came here for a better life, to integrate into Canadian society, to adopt our values and have started successful businesses …
I have many Indian friends who came to Canada over the years. My friends’ families came here for a better life, to integrate into Canadian society, to adopt our values and have started successful businesses based on those shared values. Sadly things seem to have shifted in the past 10 years…
Identity Attack0.017766917
Insult0.0116169015
Profanity0.010621235
Threat0.0059775305
Severe Toxicity0.0008010864
Low Tox 0.027560094 Constructive 0.701 Personal_Narrative
Feb 6, 2026 3 likes Inside Canada's Indian Invasion...
18,000 doesnt seem much, but cost Canada 70+ Million, that a bad ratio!!
18,000 doesnt seem much, but cost Canada 70+ Million, that a bad ratio!!
Identity Attack0.0032188136
Insult0.014238917
Profanity0.010296722
Threat0.006375613
Severe Toxicity0.00077724457
Low Tox 0.027442247 Moderate Con 0.368 Economic_Argument
Dec 26, 2025 Deportations From Canada at Their …
Lots of these commenters don't seem to have watched the video...
Lots of these commenters don't seem to have watched the video...
Identity Attack0.0026823445
Insult0.012490907
Profanity0.0113385795
Threat0.0064015044
Severe Toxicity0.00071525574
Low Tox 0.026499467 Low Con 0.241
Oct 25, 2017 6 likes How much do refugees and …
Seems like " ICE " has already found yall in Canada
Seems like " ICE " has already found yall in Canada
Identity Attack0.0073995716
Insult0.013440913
Profanity0.011150704
Threat0.0069387536
Severe Toxicity0.0012493134
Low Tox 0.026499467 Low Con 0.185 Humor_Satire
Feb 13, 2026 Inside Canada's Indian Invasion...
At least they seem like they can hold jobs and speak the native language so can assimilate(as much as their overwhelming numbers allow) well enough. The poor driving performance is an extreme safety issue that …
At least they seem like they can hold jobs and speak the native language so can assimilate(as much as their overwhelming numbers allow) well enough. The poor driving performance is an extreme safety issue that needs addressed ASAP, immediately, yesterday.
Identity Attack0.0037367835
Insult0.01617693
Profanity0.0094256615
Threat0.0061231707
Severe Toxicity0.0007247925
Low Tox 0.026499467 Moderate Con 0.484 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Where are all the liberal voters? Seems like a Majority of Canadians are on the same page about this issue.
Where are all the liberal voters? Seems like a Majority of Canadians are on the same page about this issue.
Identity Attack0.012641981
Insult0.012680908
Profanity0.009920971
Threat0.0063950317
Severe Toxicity0.00082969666
Low Tox 0.026499467 Moderate Con 0.354 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
The Fifty-first states seems more attractive by the minute .
The Fifty-first states seems more attractive by the minute .
Identity Attack0.009471451
Insult0.011008898
Profanity0.014293353
Threat0.0071847234
Severe Toxicity0.0012207031
Low Tox 0.024260364 Low Con 0.23 Identity_Assertion
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Now with a huge population it seems a vibrant place. Nothing really to complain about. Everyone can get by if they work hard.
Now with a huge population it seems a vibrant place. Nothing really to complain about. Everyone can get by if they work hard.
Identity Attack0.004069764
Insult0.010666896
Profanity0.013576009
Threat0.007961469
Severe Toxicity0.001077652
Low Tox 0.02249265 Constructive 0.502 Solidarity
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don't think the guy saying they wouldn't leave if they have to is creating the sympathy he seems to hope it will.
I don't think the guy saying they wouldn't leave if they have to is creating the sympathy he seems to hope it will.
Identity Attack0.0029598286
Insult0.011730902
Profanity0.012448754
Threat0.007340072
Severe Toxicity0.00092983246
Low Tox 0.022021262 Constructive 0.514 Meta_Commentary
Jan 15, 2026 15 likes 2.9 million Canadian temporary visas …
Seems easier to visit north korea.. the Yanks, have lost all common scents
Seems easier to visit north korea.. the Yanks, have lost all common scents
Identity Attack0.0066083646
Insult0.005540861
Profanity0.00010306545
Threat0.00058754213
Severe Toxicity0.0000041608037
Low Tox 0.021920746 Comparative_Framing
Jan 26, 2026
They seem alright if they are legal.
They seem alright if they are legal.
Identity Attack0.0057346676
Insult0.0092228865
Profanity0.013985921
Threat0.008712323
Severe Toxicity0.0013256073
Low Tox 0.021549871 Low Con 0.234 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said …
I typically do not agree with a lot of what the conservatives say, and I usually do not like anything that Michelle Rempel Garner says (or the way she says it). However, what she said here, and the way she said it, makes complete sense. I was a bit disappointed that there are no actual numbers as to how much the government would save, but it doesn't seem like a bad idea to put the legislation in place, and whatever they save is a bonus. imho Be the Change You Wish to See in the World 💖
Identity Attack0.0040512653
Insult0.011730902
Profanity0.011697251
Threat0.0062914654
Severe Toxicity0.00074863434
Low Tox 0.021314176 Constructive 0.763 Policy_Critique
Feb 23, 2026 11 likes 'We do know that there's …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not just here in Canada. Let the fun times continue until we change the system.
Identity Attack0.0040142676
Insult0.012566907
Profanity0.011492296
Threat0.006479179
Severe Toxicity0.0007867813
Low Tox 0.021314176 Constructive 0.511
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Love Tylers videos. I feel like its been a huge and successful journey. Been here since the Big Chungus days when he was still going to UCLA. Then was here for the period where it …
Love Tylers videos. I feel like its been a huge and successful journey. Been here since the Big Chungus days when he was still going to UCLA. Then was here for the period where it seemed like Tyler was going to quit YouTube and follow in his dads footsteps. Tyler didn't give up and is where he is now through perserverance. Great job Tyler!
Identity Attack0.00466173
Insult0.010780896
Profanity0.017367685
Threat0.007793174
Severe Toxicity0.0012683868
Low Tox 0.02107848 Constructive 0.751 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
Identity Attack0.0051427023
Insult0.009032886
Profanity0.016752819
Threat0.008259222
Severe Toxicity0.0012016296
Low Tox 0.02072494 Constructive 0.544 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
At least they seem to be friendly and open....
At least they seem to be friendly and open....
Identity Attack0.0035702933
Insult0.009868891
Profanity0.012277958
Threat0.0068869707
Severe Toxicity0.0008773804
Low Tox 0.019980038 Moderate Con 0.447 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Sure seems like the fall was by design. 🤔
Sure seems like the fall was by design. 🤔
Identity Attack0.0022661188
Insult0.009279887
Profanity0.012038844
Threat0.00746953
Severe Toxicity0.0009441376
Low Tox 0.018723432 Low Con 0.149 Unverified_Claim
Feb 17, 2026 330 likes LILLEY UNLEASHED: The fall of …
Saskatchewan too. All of Canada it seems. Definitely bc too.
Saskatchewan too. All of Canada it seems. Definitely bc too.
Identity Attack0.008324518
Insult0.00971689
Profanity0.012312118
Threat0.0066668927
Severe Toxicity0.0011539459
Low Tox 0.01847211 Moderate Con 0.363 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
At this point it sure seems like this was done by design.
At this point it sure seems like this was done by design.
Identity Attack0.0037552824
Insult0.008956885
Profanity0.014122557
Threat0.0074436385
Severe Toxicity0.0011110306
Low Tox 0.018095128 Low Con 0.179 Fear_Threat
Feb 26, 2026 181 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
79,000 missing, seems like a good excuse for digital I.D.
79,000 missing, seems like a good excuse for digital I.D.
Identity Attack0.003089321
Insult0.008709883
Profanity0.010211324
Threat0.007689608
Severe Toxicity0.00088214874
Low Tox 0.017718147 Low Con 0.222 Fear_Threat
Sep 29, 2025 3 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.