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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: "This will be the whole …" 327 comments · Page 13 of 14
99% of people are from Punjab, not from whole India.
99% of people are from Punjab, not from whole India.
Identity Attack0.034042787
Insult0.013744914
Profanity0.017914234
Threat0.006427396
Severe Toxicity0.0015163422
Low Tox 0.03781283 Low Con 0.263 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The whole time we worried about the southern border when the northern border was the issue 😂
The whole time we worried about the southern border when the northern border was the issue 😂
Identity Attack0.008879486
Insult0.012794908
Profanity0.017914234
Threat0.0074824756
Severe Toxicity0.0015163422
Low Tox 0.03781283 Low Con 0.276 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Huge huge thanks to the creator of the video. I just watched the whole video once, did few mock tests and passed exam Most of the questions were from the video
Huge huge thanks to the creator of the video. I just watched the whole video once, did few mock tests and passed exam Most of the questions were from the video
Identity Attack0.009286462
Insult0.014580919
Profanity0.031140719
Threat0.009696201
Severe Toxicity0.0025558472
Low Tox 0.037577134 Constructive 0.573 Solidarity
Feb 8, 2026 3 likes Canadian Citizenship Test 2025 – …
The federal government has ZERO interest in being part of the solution. It will get swept under the carpet and shelved until the next alarming issue is brought up ... and the process repeats without …
The federal government has ZERO interest in being part of the solution. It will get swept under the carpet and shelved until the next alarming issue is brought up ... and the process repeats without any solid action. The whole problem is systemic from the top of parliament.
Identity Attack0.003385304
Insult0.018001022
Profanity0.012004685
Threat0.007262398
Severe Toxicity0.00091552734
Low Tox 0.037105743 Moderate Con 0.36 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, no fun activities. I can’t go out, eat out, if you really think about it, it's really depressing that you're working full-time still you're not able to live your life. Canada is going down and will lose good people because of affordability issues.
Identity Attack0.010803374
Insult0.015188923
Profanity0.010945748
Threat0.0064015044
Severe Toxicity0.0010442734
Low Tox 0.035220183 Constructive 0.633
Aug 29, 2025 6 likes Why Canadians Are Turning Against …
I live in canada, ITS NOT JUST BRAMPTON ITS THE WHOLE COUNTRY, CITIES SMALL TOWNS SUBURBS EVERYWHERE
I live in canada, ITS NOT JUST BRAMPTON ITS THE WHOLE COUNTRY, CITIES SMALL TOWNS SUBURBS EVERYWHERE
Identity Attack0.01374736
Insult0.01302291
Profanity0.013780965
Threat0.006543908
Severe Toxicity0.0016593933
Low Tox 0.03357032 Moderate Con 0.393 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Sidush goose lalall , call ICE agents now. This whole place needs ice
Sidush goose lalall , call ICE agents now. This whole place needs ice
Identity Attack0.004125261
Insult0.013820915
Profanity0.014395831
Threat0.008712323
Severe Toxicity0.001783371
Low Tox 0.032627538 Low Con 0.106 Fear_Threat
Feb 23, 2026 Inside Canada's Indian Invasion...
I scored 17 outta 20 on my first attempt by just watching this video and without reading the whole book, thank you very much whoever created this video, kudos to you 👏
I scored 17 outta 20 on my first attempt by just watching this video and without reading the whole book, thank you very much whoever created this video, kudos to you 👏
Identity Attack0.005919657
Insult0.011198899
Profanity0.020920247
Threat0.009955117
Severe Toxicity0.0024604797
Low Tox 0.031684756 Constructive 0.563
Jan 9, 2026 6 likes Canadian Citizenship Test 2025 – …
" A whole new wooorlddddd!"
" A whole new wooorlddddd!"
Identity Attack0.0075105648
Insult0.0113889
Profanity0.019553876
Threat0.009618527
Severe Toxicity0.0024032593
Low Tox 0.031684756 Moderate Con 0.357 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
Identity Attack0.0016834025
Insult0.017356457
Profanity0.012038844
Threat0.006097279
Severe Toxicity0.00071048737
Low Tox 0.031213367 Low Con 0.155 Policy_Critique
Feb 18, 2026 8 likes Canadian immigration officers investigating hundreds …
"I've heard enough" as they were explaining... When you want to understand you listen to the whole truth vs fish for the facts you want to hear to reinforce a narrative. There probably is a …
"I've heard enough" as they were explaining... When you want to understand you listen to the whole truth vs fish for the facts you want to hear to reinforce a narrative. There probably is a problem but we can't know "barn" or "bread basket" if we don't hear the explanations.
Identity Attack0.0019053896
Insult0.015872927
Profanity0.011201942
Threat0.0062914654
Severe Toxicity0.00071525574
Low Tox 0.028974265 Constructive 0.703
Oct 2, 2025 IRCC Names India in Study …
Look what happened to Surrey BC especially Newton same thing years ago now they have the whole thing
Look what happened to Surrey BC especially Newton same thing years ago now they have the whole thing
Identity Attack0.0032928092
Insult0.013934915
Profanity0.013371054
Threat0.0070164283
Severe Toxicity0.0010585785
Low Tox 0.028385026 Moderate Con 0.34 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I’ve lived in Brampton my whole life basically, if I were to show you my old class photos you can literally see the demographics changing year over year
I’ve lived in Brampton my whole life basically, if I were to show you my old class photos you can literally see the demographics changing year over year
Identity Attack0.008250522
Insult0.012034904
Profanity0.017572641
Threat0.007573096
Severe Toxicity0.0014591217
Low Tox 0.02826718 Moderate Con 0.462 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
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)
The whole country needs to do this.
The whole country needs to do this.
Identity Attack0.0053276913
Insult0.008937885
Profanity0.014874061
Threat0.010680079
Severe Toxicity0.0019741058
Low Tox 0.027677942 Low Con 0.29
Nov 27, 2025 Quebec Ends Economic Immigration Program …
And it is the WHOLE country
And it is the WHOLE country
Identity Attack0.0060676485
Insult0.010058892
Profanity0.017504321
Threat0.007029374
Severe Toxicity0.0016593933
Low Tox 0.026617315 Moderate Con 0.354 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Why do people who haven't contributed anything to our society get anything while seniors and veterans struggle? Seniors built this country and veterans defended it. I get that we want to help but we can't …
Why do people who haven't contributed anything to our society get anything while seniors and veterans struggle? Seniors built this country and veterans defended it. I get that we want to help but we can't save the whole world.
Identity Attack0.005105704
Insult0.012414906
Profanity0.010621235
Threat0.0067834044
Severe Toxicity0.0007581711
Low Tox 0.02543884 Constructive 0.685
Oct 25, 2017 169 likes How much do refugees and …
I think your title is incorrect, no political party is advocating for more immigration at the moment. The people who are advocating for more migration now have their own personal agendas, this does not represent …
I think your title is incorrect, no political party is advocating for more immigration at the moment. The people who are advocating for more migration now have their own personal agendas, this does not represent the country as a whole. The country is not falling apart because of changes in immigration laws.
Identity Attack0.00984143
Insult0.010552894
Profanity0.010091767
Threat0.006194372
Severe Toxicity0.0007009506
Low Tox 0.02402467 Constructive 0.638 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Same thing is happening to the whole of Australia, something needs to change before it’s too late
Same thing is happening to the whole of Australia, something needs to change before it’s too late
Identity Attack0.00847251
Insult0.0096028885
Profanity0.012346277
Threat0.008789998
Severe Toxicity0.0012493134
Low Tox 0.023906821 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
They are smart people who are good at business they are not dangerous so they are not a threat to safety but they will literally own the whole town Don’t start thinking about moving away …
They are smart people who are good at business they are not dangerous so they are not a threat to safety but they will literally own the whole town Don’t start thinking about moving away because that’s how they will buy your house and business and so on and then that’s it they have the town
Identity Attack0.0027563404
Insult0.0114269
Profanity0.013302735
Threat0.0071070488
Severe Toxicity0.001039505
Low Tox 0.02249265 Moderate Con 0.431 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel the same way..I paid taxes my whole life..I don’t even have a doctor..im retired I should have a doctor
I feel the same way..I paid taxes my whole life..I don’t even have a doctor..im retired I should have a doctor
Identity Attack0.0024233595
Insult0.010666896
Profanity0.012346277
Threat0.0061878995
Severe Toxicity0.0008058548
Low Tox 0.020607091 Constructive 0.552
Jan 9, 2026 1 likes Why Canadians Are Turning Against …
well they are from specific region like weeks ago you projected a village as a whole country.
well they are from specific region like weeks ago you projected a village as a whole country.
Identity Attack0.0066596144
Insult0.00983089
Profanity0.011816809
Threat0.0065633263
Severe Toxicity0.00091552734
Low Tox 0.020231359 Low Con 0.206 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
They get more help than you think. Meanwhile I struggle to make 45 in food stamps last a whole month.
They get more help than you think. Meanwhile I struggle to make 45 in food stamps last a whole month.
Identity Attack0.0018591423
Insult0.008975885
Profanity0.011099464
Threat0.0063108844
Severe Toxicity0.00059604645
Low Tox 0.014765122 Constructive 0.54
Sep 16, 2021 6 likes How much do refugees and …
Lots of positives stated I'd like to know how they are insuring nutritional standards for that food program Hopefully they will focus on whole unprocessed foods
Lots of positives stated I'd like to know how they are insuring nutritional standards for that food program Hopefully they will focus on whole unprocessed foods
Identity Attack0.002090379
Insult0.007987879
Profanity0.010245483
Threat0.0059969495
Severe Toxicity0.0005364418
Low Tox 0.011120965 Constructive 0.574 Question
Jan 11, 2026 14 likes Canada’s new rules in 2026
Which “Immigrants have historically been a crucial driver of economic expansion in Canada? Where is your empirical evidence, Monsieur? Or, you just said it thinking that we will not pay attention to the fallacy. What …
Which “Immigrants have historically been a crucial driver of economic expansion in Canada? Where is your empirical evidence, Monsieur? Or, you just said it thinking that we will not pay attention to the fallacy. What a poor social-economic-political analysis. Sorry, Canada cannot take care of the whole world while some Canadians are in dare situation and the influx of immigrants are stifling off the resources and billions are given to foreign country to aid war.
Identity Attack0.00050741405
Insult0.00034904556
Profanity0.00002245363
Threat0.000031806645
Severe Toxicity0.0000024682852
Low Tox 0.0010979186 Policy_Critique
Apr 14, 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.