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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

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

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Active: "This is why I left …" 352 comments · Page 14 of 15
Lol Reason i left. 1 of 1000 reasons
Lol Reason i left. 1 of 1000 reasons
Identity Attack0.0049577127
Insult0.016024929
Profanity0.025770858
Threat0.007417747
Severe Toxicity0.002040863
Low Tox 0.042657252 Moderate Con 0.319
Nov 21, 2025 5 likes Thousands of refugees allowed into …
As a Canadian the Left government needs to go first from Canada
As a Canadian the Left government needs to go first from Canada
Identity Attack0.019977676
Insult0.017163089
Profanity0.010757872
Threat0.007081157
Severe Toxicity0.0013065338
Low Tox 0.04240986 Low Con 0.256 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
The LPC wont do anything to make sure they leave They still need to pander to their far left base
The LPC wont do anything to make sure they leave They still need to pander to their far left base
Identity Attack0.010211408
Insult0.019419061
Profanity0.012073003
Threat0.007340072
Severe Toxicity0.0011444092
Low Tox 0.03969839 Low Con 0.188 Policy_Critique
Jan 19, 2026 1 likes 2.9 million Canadian temporary visas …
if you look at 11:03 that rav4 is illegally turning left in the background
if you look at 11:03 that rav4 is illegally turning left in the background
Identity Attack0.007991537
Insult0.014048916
Profanity0.013507691
Threat0.008000307
Severe Toxicity0.0013923645
Low Tox 0.03875561 Low Con 0.25 Meta_Commentary
Feb 20, 2026 Inside Canada's Indian Invasion...
Pay no taxes? He left the house w/out his helmet again
Pay no taxes? He left the house w/out his helmet again
Identity Attack0.001674153
Insult0.01819439
Profanity0.010928668
Threat0.0065827454
Severe Toxicity0.0009393692
Low Tox 0.035691574 Low Con 0.243
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
All that we be left of Canada 10-15 years from now is Quebec and the Atlantic provinces.
All that we be left of Canada 10-15 years from now is Quebec and the Atlantic provinces.
Identity Attack0.013646871
Insult0.013782915
Profanity0.010894509
Threat0.008789998
Severe Toxicity0.0019264221
Low Tox 0.03545588 Low Con 0.116 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Stop feeding into the idea its a benefit to the economy. When Trudeau is admitting its bad for the economy theres no one left to defend it.
Stop feeding into the idea its a benefit to the economy. When Trudeau is admitting its bad for the economy theres no one left to defend it.
Identity Attack0.0027933381
Insult0.019547975
Profanity0.00995513
Threat0.006304411
Severe Toxicity0.0007915497
Low Tox 0.03357032 Low Con 0.256
Dec 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Watched a Transport Truck back His trailer over a snow bank then get it stuck in a ditch just this morning. An hour later I saw a guy turn left without the advanced light and …
Watched a Transport Truck back His trailer over a snow bank then get it stuck in a ditch just this morning. An hour later I saw a guy turn left without the advanced light and get side swiped by a City Bus. Can you guess where both at-fault Drivers came from? (This isn't even in Brampton, that's just how quick they spread)
Identity Attack0.0025343532
Insult0.013288911
Profanity0.011782649
Threat0.010654188
Severe Toxicity0.0015258789
Low Tox 0.033334624 Constructive 0.58 Unverified_Claim
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...
Too much too soon we have nothing left to give
Too much too soon we have nothing left to give
Identity Attack0.0046987277
Insult0.0113509
Profanity0.016137952
Threat0.009100696
Severe Toxicity0.0016307831
Low Tox 0.030741978 Low Con 0.287 Fear_Threat
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
I’ve recently left Canada and noticed lots of FB ads inviting foreigners to engage a screening process to see if they qualify for residency in Canada.
I’ve recently left Canada and noticed lots of FB ads inviting foreigners to engage a screening process to see if they qualify for residency in Canada.
Identity Attack0.019676208
Insult0.010552894
Profanity0.010262563
Threat0.006317357
Severe Toxicity0.0009822845
Low Tox 0.028149333 Moderate Con 0.498 Personal_Narrative
Nov 21, 2025 19 likes Thousands of refugees allowed into …
When Immigrating to a country you need to assimilate to the country you are going to not the country you are from. There is a reson you left the country leave that country identity gone …
When Immigrating to a country you need to assimilate to the country you are going to not the country you are from. There is a reson you left the country leave that country identity gone dont being it to a new place.
Identity Attack0.014852738
Insult0.00983089
Profanity0.010672474
Threat0.0062267366
Severe Toxicity0.000872612
Low Tox 0.027324399 Moderate Con 0.489 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Identity Attack0.019274252
Insult0.011882903
Profanity0.018187506
Threat0.010188141
Severe Toxicity0.001783371
Low Tox 0.027324399 Low Con 0.258 Unverified_Claim
Feb 23, 2026 Inside Canada's Indian Invasion...
I am a skilled immigrant, an auditor by profession for 16 years. I climbed up the ladder from a junior auditor to department head before I left for Canada late last year. I've submitted hundreds …
I am a skilled immigrant, an auditor by profession for 16 years. I climbed up the ladder from a junior auditor to department head before I left for Canada late last year. I've submitted hundreds of job applications to date and I only got a response. I have no choice but to take that job in fastfood restaurant just to make a living. Don't worry, if I still don't get a job aligned to my profession in few months, I will leave. I'm tired..
Identity Attack0.009027477
Insult0.0113509
Profanity0.01174849
Threat0.006861079
Severe Toxicity0.00094890594
Low Tox 0.026499467 Constructive 0.758 Personal_Narrative
Jul 1, 2025 3 likes How Canada broke its immigration …
Jobs are gone Affordable housing is gone resources disappeared one thing only left cold weather ☁️ I sent nearly 600 resumes no response 🙇😞
Jobs are gone Affordable housing is gone resources disappeared one thing only left cold weather ☁️ I sent nearly 600 resumes no response 🙇😞
Identity Attack0.0020626306
Insult0.012984909
Profanity0.010689554
Threat0.0065244893
Severe Toxicity0.0010442734
Low Tox 0.024142517 Moderate Con 0.472 Personal_Narrative
Feb 11, 2026 Canada's tighter immigration policy divides …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it comes to immigration in the country . Should have asked Kenny who is going to pay his golf plated pension when the population starts going down and there is less taxpayers paying into the system when we start having a major population decline .
Identity Attack0.009767435
Insult0.0105148945
Profanity0.009400043
Threat0.0062785195
Severe Toxicity0.00081062317
Low Tox 0.022139108 Constructive 0.683 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just get control of it again. Also, yes, people coming in need to become Canadian... if you come here it's because you expect it to be better than where ever you left... so you need to embrace what's here, not try and change what's here to whatever you left.
Identity Attack0.009693438
Insult0.010096892
Profanity0.009118228
Threat0.0063497215
Severe Toxicity0.00071048737
Low Tox 0.021667719 Constructive 0.701 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
How much did they cost us in free benefits before they left? Should be zero government benefits unless you are a citizen.
How much did they cost us in free benefits before they left? Should be zero government benefits unless you are a citizen.
Identity Attack0.0035332954
Insult0.011198899
Profanity0.009767254
Threat0.006641001
Severe Toxicity0.00071048737
Low Tox 0.021314176 Low Con 0.267 Economic_Argument
Dec 27, 2025 Deportations From Canada at Their …
They forced us out of the community in those parts of Canada... There are next to zero job opportunities nor housing left to buy...
They forced us out of the community in those parts of Canada... There are next to zero job opportunities nor housing left to buy...
Identity Attack0.00776955
Insult0.010286893
Profanity0.009596458
Threat0.006492125
Severe Toxicity0.00081539154
Low Tox 0.0201057 Moderate Con 0.411 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
My grand parents left in the 40's and 50s, went to the UK and now we live in NZ. There is a complete disconnect between the old and new as well as the fact that …
My grand parents left in the 40's and 50s, went to the UK and now we live in NZ. There is a complete disconnect between the old and new as well as the fact that assimilation simply isnt necessary because you can access all the culture (music, family/social connetion) on your phone. Previously you needed to integrate in order to survive; now life is more hermetic and as a result less integration occurs out of necessity.
Identity Attack0.007917541
Insult0.009906891
Profanity0.0117997285
Threat0.006155535
Severe Toxicity0.0008773804
Low Tox 0.019728716 Constructive 0.776
Oct 19, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
Bramdlesh ! I left 20 years ago . I was there when heartlake road was a one lane road. Bye Bye Brampton.
Bramdlesh ! I left 20 years ago . I was there when heartlake road was a one lane road. Bye Bye Brampton.
Identity Attack0.0023401144
Insult0.0113509
Profanity0.011236101
Threat0.006433869
Severe Toxicity0.00081062317
Low Tox 0.01859777 Constructive 0.638 Personal_Narrative
Dec 30, 2025 Inside Canada's Indian Metropolis (Brampton)
I know that by December 2025 there are 5 million people whose visas expired. How many left?! What about others? Why Canada gave so many visas?
I know that by December 2025 there are 5 million people whose visas expired. How many left?! What about others? Why Canada gave so many visas?
Identity Attack0.0054756827
Insult0.009032886
Profanity0.010262563
Threat0.006149062
Severe Toxicity0.00071525574
Low Tox 0.016964182 Moderate Con 0.425
Dec 28, 2025 Deportations From Canada at Their …
lets all remember , justintrudeau n left want 100m by 2050
lets all remember , justintrudeau n left want 100m by 2050
Identity Attack0.0024603575
Insult0.008956885
Profanity0.009818493
Threat0.0063367756
Severe Toxicity0.0006723404
Low Tox 0.0131943645 Moderate Con 0.301
Dec 25, 2025 Deportations From Canada at Their …
This is why I left Brampton 5 years ago after living here 45 years.
This is why I left Brampton 5 years ago after living here 45 years.
Identity Attack0.0034408006
Insult0.0077408776
Profanity0.010467518
Threat0.006641001
Severe Toxicity0.0006723404
Low Tox 0.01237757 Moderate Con 0.477 Personal_Narrative
Sep 19, 2025 917 likes Inside Canada's Indian Metropolis (Brampton)
Worked in Brampton for 30 years. Left in Jan. 2020, when I retired. Never looked back. But.....they do have the best food.😋
Worked in Brampton for 30 years. Left in Jan. 2020, when I retired. Never looked back. But.....they do have the best food.😋
Identity Attack0.0027193425
Insult0.008918885
Profanity0.010689554
Threat0.0062396824
Severe Toxicity0.00064373016
Low Tox 0.012126249 Constructive 0.664 Personal_Narrative
Sep 30, 2025 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.