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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

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

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Active: "I live in Calgary and …" 11 comments
So sad this made all Indians look bad! They all have to work together to make it a better place to live! Improvement is necessary! Calgary is getting worst too. They drive BMW and Mercedes …
So sad this made all Indians look bad! They all have to work together to make it a better place to live! Improvement is necessary! Calgary is getting worst too. They drive BMW and Mercedes and many of them did 50-100km over the speed limit. I wish there are more cameras around to catch these ugly drivers. Too much freedom is going to create more criminal!
Identity Attack0.3758158
Insult0.40243408
Profanity0.098377466
Threat0.017156094
Severe Toxicity0.016383713
Moderate 0.4013387 Constructive 0.626 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
Do you think doing cash jobs will make you rich or something? These jobs are the jobs that no one in the right mind will do. The rates are pretty low and you will be …
Do you think doing cash jobs will make you rich or something? These jobs are the jobs that no one in the right mind will do. The rates are pretty low and you will be treated like crap. People go to Brampton for cheaper rent. They start to make money usually they move out. We went to Scarborough for 3 months. Then moved to Mississauga and then to Toronto. Bought a house in Oakville and then sold that house and moved out West to Edmonton and then to Calgary. We now live in the States. So these things will happen to pretty much everyone. A few of them will stay in Brampton obviously.
Identity Attack0.020681098
Insult0.3388922
Profanity0.36099523
Threat0.009048914
Severe Toxicity0.013607788
Moderate 0.3666224 Constructive 0.691
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
This upsets me a great deal! My father was a vet, who served , And Trudeau says no money is avaiable, My dad he died ok, and you can give money to a refugee,and shaft …
This upsets me a great deal! My father was a vet, who served , And Trudeau says no money is avaiable, My dad he died ok, and you can give money to a refugee,and shaft my mother who is a widow. Shame on you ! Its true that the refugeess ,get a house,a car , etc, and yet low income Canadians who are on a waitlist get shafted for the low income housing.. We have homeless folks who suffer from Mental illness are seniors on the streets in Calgary alberta,and are waiting for a place to live . In regards to jobs , Canadian employers will hire the refugee over a Canadian because he or she will play the RACE CARD. . CBC wake up! This is the reality of what is happening !.. Folks next election vote TRUDEAU OUT!
Identity Attack0.19890837
Insult0.26957804
Profanity0.03189224
Threat0.014738814
Severe Toxicity0.011672974
Moderate 0.31686464 Constructive 0.739
Mar 5, 2018 6 likes How much do refugees and …
Come to Calgary I live there ad there is lots of pakstins
Come to Calgary I live there ad there is lots of pakstins
Identity Attack0.33675182
Insult0.113185234
Profanity0.09961538
Threat0.012492486
Severe Toxicity0.014511578
Low Tox 0.28857216 Moderate Con 0.46 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where …
A good friend of mine lives in Northeast Calgary and I drove to her house right before Nick Shirley exposed all of the fraud in Minnesota. I'm only bringing that up so you understand where I'm coming from when I say this. I wasn't influenced by him finding these fraudulent daycares because this was prior to that. When I went to her house I had to Google maps it. Everybody in Calgary knows the Northeast is all Indian. As a matter of fact I counted how many people I saw that weren't Indian when I was there cuz I thought it was funny. I saw two white people and one Asian in the whole quarter of the city. When I got to her house I said to her why do you have so many businesses around your house it doesn't even make sense and then I showed her the Google maps and there had to be seven or eight daycares a trucking company and a bricklaying company and a drywall company. All of these businesses that don't have signs because I went and looked. These people are doing the same fraud here. This is what's killing our country. Our money is worthless because of them and they are taking all of the homes so homes are unaffordable for Canadians. On top of that they get into management and jobs and only hire their people and don't hire Canadians. We are under attack. It doesn't have to be somebody storming our beaches to attack us. Our country is under attack and we're in denial.
Identity Attack0.17381613
Insult0.100019015
Profanity0.05017922
Threat0.008841781
Severe Toxicity0.0063323975
Low Tox 0.20839658 Constructive 0.826 Fear_Threat
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Identity Attack0.20483385
Insult0.07935401
Profanity0.041912504
Threat0.008686432
Severe Toxicity0.0077438354
Low Tox 0.2043827 Constructive 0.543 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Most kids in middle school where I live in Calgary can barely speak English, it’s not just a bad outlook it’s genuinely tragic. SEAN FRASER is to blame
Most kids in middle school where I live in Calgary can barely speak English, it’s not just a bad outlook it’s genuinely tragic. SEAN FRASER is to blame
Identity Attack0.036878675
Insult0.07998765
Profanity0.014156717
Threat0.0069387536
Severe Toxicity0.0024986267
Low Tox 0.1641865 Constructive 0.509 Policy_Critique
Oct 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m sick of it. Lived in Sauga most of my life, currently live in Calgary but when I go home I stay as FAR AWAY from Brampton as possible. It turns my stomach to see.
I’m sick of it. Lived in Sauga most of my life, currently live in Calgary but when I go home I stay as FAR AWAY from Brampton as possible. It turns my stomach to see.
Identity Attack0.023193322
Insult0.05086332
Profanity0.023652986
Threat0.007883795
Severe Toxicity0.002937317
Low Tox 0.12520397 Constructive 0.537 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Metropolis (Brampton)
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, …
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, don't work in a skilled profession, and don't engage with the Canadian community or culture. To expand on that, I have a great job in construction estimating on $85k a year, I speak fluent english (of course), I rent my own condo, my partner is Canadian and I have multiple Canadian friends. Yet, still I'm not convinced my PR visa will ever be granted. Then I walk into Tim Hortons or Subway and the foreign workers there can't understand a word I'm saying... how is that right??
Identity Attack0.027815815
Insult0.030595649
Profanity0.016103793
Threat0.0066668927
Severe Toxicity0.001964569
Low Tox 0.075294 Constructive 0.831
Sep 23, 2025 140 likes Inside Canada's Indian Metropolis (Brampton)
I live in Calgary and the north east areas like Saddletowne and Martindale is also pretty much like India.
I live in Calgary and the north east areas like Saddletowne and Martindale is also pretty much like India.
Identity Attack0.03223813
Insult0.015568925
Profanity0.015864678
Threat0.0072753434
Severe Toxicity0.0019454956
Low Tox 0.043646812 Constructive 0.515 Personal_Narrative
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
yessss thank youuu i love you tyler im from nova scotia living in calgary
yessss thank youuu i love you tyler im from nova scotia living in calgary
Identity Attack0.0065856185
Insult0.009355888
Profanity0.018802373
Threat0.008298059
Severe Toxicity0.001745224
Low Tox 0.019477395 Moderate Con 0.474 Solidarity
Jan 27, 2026 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.