Skip to content
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

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

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Why is this guy speaking …" 76 comments · Page 3 of 4
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue …
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue that Canadians currently have is that the people who come here from other countries don't adapt to our way of life and learn our culture and our values and that doesn't mean that you have to stop practicing your values or your religion all Canadians are asking for is respect for how we live in this country end the other biggest thing to that is to me extremely disrespectful if you've been here for more than three years you should be able to speak English like a Canadian and everything should be able to understand you and if you can't do that then that is just flat out disrespectful and rude because if I came to your country and after 3 years I still didn't speak your language or spoke it very poorly you would think the same thing you'd find it extremely rude so do any immigrants reading this understand we have no issue with you guys being here just adopt to our way of life our way of life and learn how to speak English
Identity Attack0.10221587
Insult0.0573046
Profanity0.021535112
Threat0.007793174
Severe Toxicity0.004386902
Low Tox 0.11912931 Constructive 0.812 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
the biker guy funny ...just plain speaking his mind
the biker guy funny ...just plain speaking his mind
Identity Attack0.0050687063
Insult0.06564732
Profanity0.020920247
Threat0.007586042
Severe Toxicity0.0023841858
Low Tox 0.11479026 Moderate Con 0.409 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I saw it first hand in my workplace. A major delivery company (not Amazon). Used to be mostly Canadians, until about 2 years ago. The majority are now young Indian guys who speak their own …
I saw it first hand in my workplace. A major delivery company (not Amazon). Used to be mostly Canadians, until about 2 years ago. The majority are now young Indian guys who speak their own language amongst themselves. Even the new manager speaks Hindi. Work conditions have worsened because these people are willing to do much more for low wages. They drive erratically and treat the country like their playground to make money. This is the future of Canada.
Identity Attack0.09576365
Insult0.04032305
Profanity0.011628932
Threat0.006427396
Severe Toxicity0.0023555756
Low Tox 0.11316007 Constructive 0.654
Sep 22, 2025 1,585 likes Inside Canada's Indian Metropolis (Brampton)
I know a non Indian guy, he speaks and acts like an Indian when he interacts with them. He's not mocking them, he's just got an ability to mirror them. It's fascinating to watch.
I know a non Indian guy, he speaks and acts like an Indian when he interacts with them. He's not mocking them, he's just got an ability to mirror them. It's fascinating to watch.
Identity Attack0.1035157
Insult0.032028005
Profanity0.05243378
Threat0.008945347
Severe Toxicity0.0036811829
Low Tox 0.11316007 Constructive 0.667 Personal_Narrative
Oct 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
PSA: That guy sending you over the border was speaking Hindi
PSA: That guy sending you over the border was speaking Hindi
Identity Attack0.05612817
Insult0.031036375
Profanity0.024951037
Threat0.010602405
Severe Toxicity0.0037765503
Low Tox 0.11161 Moderate Con 0.308 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. That dodge makes me question her judgment. It feels like she’s leaning into fear‑mongering language that easily panics people who aren’t paying attention to nuance — which, sadly, describes most of this comment section. Also, did you see the reply to the Filipino student who voiced frustration? “You guys make up some of the most cleanest restaurants I’ve ever been to.” That kind of response speaks to a lack of respect for international students. To many in the Canadian workforce, international students and migrants are treated as disposable labor — steered toward low‑ and middle‑income jobs. Yes, fraud should be dealt with, but it’s lazy and unfair to claim that all Indians or international students come here through fraud. If that logic ruled, we’d have to start deporting every non‑Indigenous person — which ignores the whole reality of colonization.
Identity Attack0.0052166977
Insult0.0573046
Profanity0.016035475
Threat0.0066798385
Severe Toxicity0.0014972687
Low Tox 0.104361884 Constructive 0.804 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
The bike guy is speaking fax
The bike guy is speaking fax
Identity Attack0.008028535
Insult0.036214896
Profanity0.030639706
Threat0.007598988
Severe Toxicity0.0026893616
Low Tox 0.09958932 Low Con 0.264 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Guy speakings straigth facts about genetics, IQ, behavior.
Guy speakings straigth facts about genetics, IQ, behavior.
Identity Attack0.018168874
Insult0.027347196
Profanity0.023652986
Threat0.0071070488
Severe Toxicity0.0023174286
Low Tox 0.085582085 Low Con 0.266 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The bike guy is speaking 💯💯💯
The bike guy is speaking 💯💯💯
Identity Attack0.008065533
Insult0.028061481
Profanity0.027683776
Threat0.008634649
Severe Toxicity0.0032806396
Low Tox 0.083999306 Moderate Con 0.301 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all my life story) to obtain PR and come to Canada just to realize that people without any of these come from different parts of the world especially India bypassing the system and living better life working cash jobs and doing random stuff. When i went to take driving license first time, An Indian origin guy rejected my application saying that my Indian License wasn't looking original enough , where I have seen people who couldn't even speak basic English were applying to get license to drive trucks. It is sad to see how many of our people are bringing a lot of 'Indianness' to this country and live like it is their own turf. I have met many young and middle aged individuals who call themselves students who doesn't even have a clue of what they are studying. It is unbelievable how people of certain status live their life partying and enjoying breaking all sort of rules , dropping out of college etc. when people who are here legally and many Canadians struggling to pay rent / mortgages / insurances etc. Don't even want to talk about job security , its a joke. Finally happy to see someone raising voice.
Identity Attack0.034300596
Insult0.02982438
Profanity0.02208166
Threat0.007197669
Severe Toxicity0.0025367737
Low Tox 0.08241652 Constructive 0.741
Oct 22, 2025 IRCC Names India in Study …
Guy on bike speaking facts
Guy on bike speaking facts
Identity Attack0.0063266335
Insult0.029714199
Profanity0.018665737
Threat0.00756015
Severe Toxicity0.0021362305
Low Tox 0.07687678 Low Con 0.291 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Guy on the bike speaking facts
Guy on the bike speaking facts
Identity Attack0.0050317086
Insult0.0233509
Profanity0.016821137
Threat0.0079873605
Severe Toxicity0.0019836426
Low Tox 0.054037213 Moderate Con 0.308 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
5:33 man I love this guy ! Speaking facts
5:33 man I love this guy ! Speaking facts
Identity Attack0.009693438
Insult0.016024929
Profanity0.024609445
Threat0.009955117
Severe Toxicity0.0032806396
Low Tox 0.051810697 Moderate Con 0.45 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The bike guy speaking facts!
The bike guy speaking facts!
Identity Attack0.0028118372
Insult0.026960457
Profanity0.013268576
Threat0.0061749537
Severe Toxicity0.0010919571
Low Tox 0.04686289 Moderate Con 0.359 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
The driver guy is speaking Telugu. Same language as googles CEO
The driver guy is speaking Telugu. Same language as googles CEO
Identity Attack0.020078164
Insult0.019354604
Profanity0.0166845
Threat0.00675104
Severe Toxicity0.0014686584
Low Tox 0.040430736 Low Con 0.293 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy with the bike is actually right and is a legend because he speaks his mind
The guy with the bike is actually right and is a legend because he speaks his mind
Identity Attack0.006881601
Insult0.017012933
Profanity0.01846078
Threat0.008323951
Severe Toxicity0.0020694733
Low Tox 0.037105743 Moderate Con 0.371
Jan 27, 2026 Inside Canada's Indian Invasion...
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying …
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying for this.....
Identity Attack0.0012579272
Insult0.020256994
Profanity0.012073003
Threat0.006420923
Severe Toxicity0.0011110306
Low Tox 0.036870047 Constructive 0.58 Economic_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
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...
The bike guy was just speaking facts
The bike guy was just speaking facts
Identity Attack0.003921773
Insult0.01767874
Profanity0.01490822
Threat0.0064985976
Severe Toxicity0.0010442734
Low Tox 0.033334624 Low Con 0.266 Meta_Commentary
Feb 28, 2026 Inside Canada's Indian Invasion...
We need more of the guy on the bicycle. He is speaking facts.
We need more of the guy on the bicycle. He is speaking facts.
Identity Attack0.0021366263
Insult0.018065477
Profanity0.010928668
Threat0.007094103
Severe Toxicity0.0010347366
Low Tox 0.032627538 Moderate Con 0.406 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike speaks the truth!
Guy on the bike speaks the truth!
Identity Attack0.0025343532
Insult0.01632893
Profanity0.012141321
Threat0.007365964
Severe Toxicity0.001206398
Low Tox 0.031684756 Moderate Con 0.39 Meta_Commentary
Jan 27, 2026 45 likes Inside Canada's Indian Invasion...
The bike guy speaking true
The bike guy speaking true
Identity Attack0.0050317086
Insult0.017485369
Profanity0.017367685
Threat0.0072753434
Severe Toxicity0.001411438
Low Tox 0.031449065 Moderate Con 0.363 Meta_Commentary
Feb 28, 2026 Inside Canada's Indian Invasion...
The bike guy speaking true
The bike guy speaking true
Identity Attack0.0050317086
Insult0.017227544
Profanity0.017299367
Threat0.007314181
Severe Toxicity0.0014209747
Low Tox 0.030859824 Moderate Con 0.363 Meta_Commentary
Feb 28, 2026 Inside Canada's Indian Invasion...
Can we see the full interview of the bike guy. He speaks for us
Can we see the full interview of the bike guy. He speaks for us
Identity Attack0.0035517942
Insult0.011958904
Profanity0.013678487
Threat0.0074824756
Severe Toxicity0.0011253357
Low Tox 0.02308189 Moderate Con 0.444 Call_To_Action
Feb 5, 2026 16 likes Inside Canada's Indian Invasion...

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.