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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: "should go to Surrey BC …" 13 comments
Come to bc Surrey. So many extortion shootings going on from India. Throwing trash everywhere.
Come to bc Surrey. So many extortion shootings going on from India. Throwing trash everywhere.
Identity Attack0.46028158
Insult0.40243408
Profanity0.099305905
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.45757914 Moderate Con 0.377 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
You should go to Surrey in BC. There is Indian and Pakistan gangs going on there.
You should go to Surrey in BC. There is Indian and Pakistan gangs going on there.
Identity Attack0.4006267
Insult0.22770336
Profanity0.10982819
Threat0.053654157
Severe Toxicity0.019224197
Moderate 0.36095104 Moderate Con 0.421 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
When are you going to swing by Surrey, BC? It's just like Brampton. lol
When are you going to swing by Surrey, BC? It's just like Brampton. lol
Identity Attack0.008583503
Insult0.028061481
Profanity0.02030538
Threat0.008764107
Severe Toxicity0.002374649
Low Tox 0.085582085 Moderate Con 0.379 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
You should investigate the extortions going on within the indian communities in Vancouver/ Surrey BC, Canada. It would be like a part 2 of this video but way more interesting. Look into it.
You should investigate the extortions going on within the indian communities in Vancouver/ Surrey BC, Canada. It would be like a part 2 of this video but way more interesting. Look into it.
Identity Attack0.058856625
Insult0.018516673
Profanity0.013712646
Threat0.007935578
Severe Toxicity0.0018787384
Low Tox 0.07845957 Moderate Con 0.478 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
You should go just north of the Pearson airport to The (Great Punjab Business Centre) there is like 20+ immigration lawyers on 1 plaza and trucking school there is also another plaza that looks just …
You should go just north of the Pearson airport to The (Great Punjab Business Centre) there is like 20+ immigration lawyers on 1 plaza and trucking school there is also another plaza that looks just like this one in Surrey BC- (Payal Business Centre) both of these places have the biggest Indian population's no other culture needs this many immigration lawyers
Identity Attack0.052944973
Insult0.020579277
Profanity0.014874061
Threat0.006977591
Severe Toxicity0.0022697449
Low Tox 0.07687678 Constructive 0.616 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Go to surrey bc lol the fastest way from India to China is the alexfraser bridge.
Go to surrey bc lol the fastest way from India to China is the alexfraser bridge.
Identity Attack0.02048012
Insult0.02264188
Profanity0.025497584
Threat0.009126588
Severe Toxicity0.002861023
Low Tox 0.07608539 Low Con 0.264 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if …
I'm pretty much exactly where that lady in the car is at. Enough to make rent, pay my monthly cell phone bill, and internet, but the rest? Not enough for food, no emergency funds if something breaks or needs replacing, etc. Can't even save and put money away. I sat down and balanced my budget, looking at what I could keep or toss. Figured out what to do for cheapening food costs as much as I could (without doing food bank), and the most I can afford for rent is $700 a month. That's basically a room in someone's house. That's it. As an Adult, I'm disgusted it's come to this. But what angers me MOST of all, is the Landlord's I gotta argue with. Surrey, BC used to be the cheap end of Vancouver. The welfare type housing, and low-income area. Then we had this huge book of Middle Eastern people come flying in at top speed, steam roll the community and make it theirs. They bought up all the cheap housing, ripped it down even though it was not that bad of a house, then built these custom 5-6 room mini mansions. The standards for the area skyrocketed, and the cost of their mortgage is likely also sky high because of what they built... So what do they do? Rent the rooms, force people 2 to a room with no privacy, and if you WANT a private room? Nearly $1000. Oh... And let's not forget the discrimination issues. If you're not going to temple or Gudwara, forget it. If you aren't pure vegetarian, forget it. And because all the other renters are "brown" and under 30yrs old, Adults are considered unwelcome. If you have a disability and don't work, you're automatically labelled a drug user (which isn't always truth). Even if you offer proof of income, and resources or phone numbers to call, they won't bother. Too much work. This sh*t needs to stop. I look in other cities near by, and it's happening in ALL OF THEM. I cant even relocate to get away from this crap. I'm done. I have no car to live out of, so that's not an option. I'm not a drug user, never will be but and all the shelters are now "low barrier". Screw that. So now what? Go back to work with a broken lower back?? Desk job search when I should be recovering and resting? Like, the suggestions are welcome, but be realistic. I'm in constant pain on heavy duty drugs to get by right now. No spouce. No parents or friends to leech off of. I feel utterly abandoned by our government.
Identity Attack0.004180758
Insult0.029714199
Profanity0.024951037
Threat0.006763986
Severe Toxicity0.0019836426
Low Tox 0.06579731 Constructive 0.775 Personal_Narrative
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
I hope he mentions the mass extortion going on in surrey BC, same problems on west side of Canada
I hope he mentions the mass extortion going on in surrey BC, same problems on west side of Canada
Identity Attack0.012842959
Insult0.014086916
Profanity0.010535837
Threat0.010964886
Severe Toxicity0.001411438
Low Tox 0.045378547 Constructive 0.516 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Try going to surrey bc or abbotsford bc its cooked
Try going to surrey bc or abbotsford bc its cooked
Identity Attack0.004606233
Insult0.014504919
Profanity0.0138151245
Threat0.007145886
Severe Toxicity0.0012969971
Low Tox 0.033806015 Moderate Con 0.357 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I think you need to go to Surrey BC
I think you need to go to Surrey BC
Identity Attack0.0045137387
Insult0.013782915
Profanity0.016342908
Threat0.008582866
Severe Toxicity0.0016593933
Low Tox 0.032391842 Moderate Con 0.362 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
should go to Surrey BC next
should go to Surrey BC next
Identity Attack0.0060676485
Insult0.009507888
Profanity0.013712646
Threat0.007961469
Severe Toxicity0.001373291
Low Tox 0.02048268 Low Con 0.241 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I thought this was going to be about sunny Surrey BC.
I thought this was going to be about sunny Surrey BC.
Identity Attack0.00414376
Insult0.007607877
Profanity0.012073003
Threat0.006861079
Severe Toxicity0.0008916855
Low Tox 0.012000589 Moderate Con 0.353
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so …
Don’t blame USA for the lack of Canadian government responsibilities…last 10 years look at how Canada has had increased crime, drugs, look what’s going on in Surrey BC…..huge drug busts in Okanagan with street guns….so being proactive on safety in the so called “new world” now….is positive…
Identity Attack0.00049278134
Insult0.0012809078
Profanity0.00009218832
Threat0.00015802599
Severe Toxicity0.000003631664
Low Tox 0.005380478 Policy_Critique
Dec 9, 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.