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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 just looked it up. …" 971 comments · Page 37 of 39
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as …
To answer your last question, it is because they want this... look up harjeet sing. He was the top general of canada. And when the afganistan withdrawl happened, lets say canadian troops showed bias as to who was being pulled from the warzone...
Identity Attack0.006363631
Insult0.011920903
Profanity0.00993805
Threat0.0072365063
Severe Toxicity0.0007677078
Low Tox 0.024378212 Moderate Con 0.473 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Every student visa holder got a work visa. they took jobs from Canadian youths. All work visa holders which are students will be PR or refugees. Canadian government will continue to increase income tax. look …
Every student visa holder got a work visa. they took jobs from Canadian youths. All work visa holders which are students will be PR or refugees. Canadian government will continue to increase income tax. look at meat prices in canada, look at egg or milk price.
Identity Attack0.00984143
Insult0.011122898
Profanity0.00995513
Threat0.006149062
Severe Toxicity0.0009012222
Low Tox 0.023906821 Moderate Con 0.436
Jan 5, 2026 New rules, regulations take effect …
New trend just apply for Refugee status through lawyer to avoid deportation, look it up for reference
New trend just apply for Refugee status through lawyer to avoid deportation, look it up for reference
Identity Attack0.010581387
Insult0.008918885
Profanity0.009869732
Threat0.006530962
Severe Toxicity0.00076293945
Low Tox 0.023788974 Moderate Con 0.352
Dec 24, 2025 1 likes Deportations From Canada at Their …
Looks like parts of Sydney Australia
Looks like parts of Sydney Australia
Identity Attack0.012240025
Insult0.00983089
Profanity0.015420608
Threat0.007573096
Severe Toxicity0.0015830994
Low Tox 0.023671126 Moderate Con 0.37 Comparative_Framing
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Looks like we need ICE here
Looks like we need ICE here
Identity Attack0.0042917514
Insult0.009203887
Profanity0.014771583
Threat0.009307829
Severe Toxicity0.0022411346
Low Tox 0.023553278 Low Con 0.234 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the total was 3.7 million. You mean to tell me that 5.1 MILLION people subbed in the last 6 days?!
Identity Attack0.0048097214
Insult0.00971689
Profanity0.016957775
Threat0.007741391
Severe Toxicity0.0014305115
Low Tox 0.02343543 Constructive 0.598 Meta_Commentary
Feb 22, 2026 Inside Canada's Indian Invasion...
Bro just look at Surrey BC.... and the common denominator isssssss? Hmmmmmmmmmmmmmm
Bro just look at Surrey BC.... and the common denominator isssssss? Hmmmmmmmmmmmmmm
Identity Attack0.004347248
Insult0.011540901
Profanity0.0128245065
Threat0.0062396824
Severe Toxicity0.0009202957
Low Tox 0.023199737 Low Con 0.209 Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
If Canadian companies are not hiring Canadian citizens, who do you need to be looking at maybe the companies?
If Canadian companies are not hiring Canadian citizens, who do you need to be looking at maybe the companies?
Identity Attack0.013244915
Insult0.010096892
Profanity0.009664777
Threat0.0066733654
Severe Toxicity0.0008392334
Low Tox 0.02308189 Low Con 0.24
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Looks like we need ICE here
Looks like we need ICE here
Identity Attack0.004162259
Insult0.009089886
Profanity0.014498309
Threat0.009204263
Severe Toxicity0.0021648407
Low Tox 0.02308189 Low Con 0.234 Call_To_Action
Feb 18, 2026 3 likes Canadian immigration officers investigating hundreds …
A year and a half looking for work .. welfare claims thru the roof
A year and a half looking for work .. welfare claims thru the roof
Identity Attack0.0017111509
Insult0.011692902
Profanity0.011611853
Threat0.006530962
Severe Toxicity0.00082969666
Low Tox 0.02308189 Moderate Con 0.36 Economic_Argument
Feb 13, 2026 Canada's tighter immigration policy divides …
Look at old videos on how amazing Canada was when it was a European country. A handful of policies and a few years of work and you can have that Canada once again.
Look at old videos on how amazing Canada was when it was a European country. A handful of policies and a few years of work and you can have that Canada once again.
Identity Attack0.01087737
Insult0.011198899
Profanity0.010279642
Threat0.006317357
Severe Toxicity0.0010490417
Low Tox 0.022964042 Moderate Con 0.335
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Tyler Oliveira will always be superior . Best place to get honest insight and first look is his channel. Thank you for such peak entertainment, genuine knowledge, and honest news .
Tyler Oliveira will always be superior . Best place to get honest insight and first look is his channel. Thank you for such peak entertainment, genuine knowledge, and honest news .
Identity Attack0.0044582416
Insult0.011274899
Profanity0.015488927
Threat0.0073789097
Severe Toxicity0.0011301041
Low Tox 0.022728346 Constructive 0.503 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Look at what British business and elites have done to England. Canadian business and elites want to do the same thing.
Look at what British business and elites have done to England. Canadian business and elites want to do the same thing.
Identity Attack0.009286462
Insult0.011122898
Profanity0.009818493
Threat0.0065050707
Severe Toxicity0.000834465
Low Tox 0.022374803 Low Con 0.203 Comparative_Framing
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
look up Operation Big Red and look into the cargo theft in peel region.
look up Operation Big Red and look into the cargo theft in peel region.
Identity Attack0.0021088778
Insult0.010894896
Profanity0.009869732
Threat0.007068211
Severe Toxicity0.0008249283
Low Tox 0.021785567 Moderate Con 0.322
Dec 22, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
You are doing amazing job!! Show people what it really looks like!
You are doing amazing job!! Show people what it really looks like!
Identity Attack0.004439743
Insult0.010438894
Profanity0.019280603
Threat0.008298059
Severe Toxicity0.0019168854
Low Tox 0.021785567 Moderate Con 0.473 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for …
I like you & your attitude about coming to Canada. I’m subscribing. I feel for the young girl looking for a job. There are tons of jobs on indeed in my city. I apply for both part & full time. I apply for at least 10-20 a day. I’m not getting calls for interviews. I’ve even applied twice to one job because I was not chosen but 2 weeks later the same position was back. I’m fortunate enough to not have to work. I have a husband that makes a very good salary that pays for all of the bills , groceries & vacations. Up until Covid collapsed my 2 franchises & I was sinking more money in than making it I had to sell one for 1/3 of what I paid for it & give the other away. I started a small business at home doing lash extensions. I have my regular clients. But if I want to save my own money it’s not sustainable or steady. I want to work because I enjoy leaving my home not to just go grocery shopping or visit family. That’s even if they are home from work. I like having a purpose. I’m skilled in accounting, cleaning, sales, marketing, customer service you name it. Many might say that I’m very lucky. I am very blessed but it’s also very lonely. Plus I have always worked & had independence. I hate asking my husband to send me money so I can pay my cell, credit card bills. I don’t even go shopping without him for new clothes because I rely on him to pay for those too. Hypothetically we broke up tomorrow I’d be screwed. I worry about if he dies. There’s life insurance but we still have a mortgage to pay & monthly bills. Plus of course I’d make sure his kids got some too. Not to mention I’ve had mental health struggles with social anxiety & agoraphobia years ago. The more I stay home the more I get anxious about going out. Days can get boring & then I find myself napping all afternoon. I need a job. I just want my own money. I don’t want to go to my husband every 3 months & ask him to send me 2000.00 to clear up my overdraft for one business day. I don’t even want to have to use it. Sorry for the rant but I feel that even when filing out applications many times I’m asked if I’m racialized. In other words is my skin brown.
Identity Attack0.005771666
Insult0.012946909
Profanity0.013576009
Threat0.006382086
Severe Toxicity0.0010490417
Low Tox 0.021549871 Constructive 0.835 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
I hope we return back to a world praised Immigration System. Jason Kenney and Stephen Harper can get us back to realistic approach to Immigration, all we have to do is look back.
I hope we return back to a world praised Immigration System. Jason Kenney and Stephen Harper can get us back to realistic approach to Immigration, all we have to do is look back.
Identity Attack0.008768492
Insult0.008842885
Profanity0.010006369
Threat0.006874025
Severe Toxicity0.00092983246
Low Tox 0.020960633 Constructive 0.509 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
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...
they are all in administration.. so othey will look after eachother.
they are all in administration.. so othey will look after eachother.
Identity Attack0.0038477771
Insult0.011198899
Profanity0.01265371
Threat0.006912862
Severe Toxicity0.00074863434
Low Tox 0.02048268 Low Con 0.293 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
This was aamerica 2 years ago. Looks like it's Canada's turn.
This was aamerica 2 years ago. Looks like it's Canada's turn.
Identity Attack0.008361516
Insult0.009906891
Profanity0.010330882
Threat0.006653947
Severe Toxicity0.0009536743
Low Tox 0.02035702 Low Con 0.232 Comparative_Framing
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The cost of the officers are being paid regardless so that shouldn’t be looked at in way of costs for deportations.
The cost of the officers are being paid regardless so that shouldn’t be looked at in way of costs for deportations.
Identity Attack0.0058086636
Insult0.008310881
Profanity0.010040528
Threat0.0072106146
Severe Toxicity0.0006866455
Low Tox 0.020231359 Moderate Con 0.322
Dec 25, 2025 Deportations From Canada at Their …
At least we're doing precise targets. Not everyone who looks different. 😊
At least we're doing precise targets. Not everyone who looks different. 😊
Identity Attack0.0040327664
Insult0.010666896
Profanity0.010655395
Threat0.0065956907
Severe Toxicity0.0007247925
Low Tox 0.020231359 Moderate Con 0.457 Moral_Argument
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Looks like Australia too.
Looks like Australia too.
Identity Attack0.010507392
Insult0.008956885
Profanity0.0137468055
Threat0.007534259
Severe Toxicity0.0013446808
Low Tox 0.019980038 Moderate Con 0.301 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the …
We have a serious unemployment crisis in this country that is particularly affecting young Canadians. The unemployment rate has been continuously going up over the last three years. It has now hit 7.1%, but the youth unemployment rate is really at catastrophic levels, at 14.5%. Many young people are desperately looking for jobs and are unable to find them.
Identity Attack0.0052906936
Insult0.010818896
Profanity0.009784333
Threat0.0062008454
Severe Toxicity0.0006341934
Low Tox 0.019854378 Constructive 0.581 Economic_Argument
Sep 30, 2025 25 likes IRCC Names India in Study …
This how Toronto looks like in another 3 years
This how Toronto looks like in another 3 years
Identity Attack0.0054756827
Insult0.010210892
Profanity0.010313802
Threat0.00713294
Severe Toxicity0.0011014938
Low Tox 0.019728716 Low Con 0.149
Oct 6, 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.