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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: "But the food will be …" 446 comments · Page 16 of 18
Dude I don't see the problem. Sure, it's different. But man, how can you say no to that FOOD!
Dude I don't see the problem. Sure, it's different. But man, how can you say no to that FOOD!
Identity Attack0.0061046463
Insult0.01617693
Profanity0.021330157
Threat0.0071199946
Severe Toxicity0.0019264221
Low Tox 0.044636376 Constructive 0.559
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
High immigration. High housing costs. High food prices. Thank a Liberal voter.
High immigration. High housing costs. High food prices. Thank a Liberal voter.
Identity Attack0.020279141
Insult0.015188923
Profanity0.009639157
Threat0.0063626673
Severe Toxicity0.0013542175
Low Tox 0.044141594 Moderate Con 0.422 Economic_Argument
Jun 20, 2025 129 likes How Canada broke its immigration …
The food is amazing I'm not gonna lie.
The food is amazing I'm not gonna lie.
Identity Attack0.005105704
Insult0.014314918
Profanity0.02126184
Threat0.008582866
Severe Toxicity0.0019168854
Low Tox 0.04216247 Moderate Con 0.463 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration became a business model: • Corporations get cheap labor • Universities collect $37+ billion/year • Government inflates GDP & tax revenue Citizens get food banks, rent crisis, and stagnant wages.
Immigration became a business model: • Corporations get cheap labor • Universities collect $37+ billion/year • Government inflates GDP & tax revenue Citizens get food banks, rent crisis, and stagnant wages.
Identity Attack0.015757138
Insult0.014580919
Profanity0.010194245
Threat0.006003422
Severe Toxicity0.0011491776
Low Tox 0.039462693 Moderate Con 0.359 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Really did you check Tim Hortons, Walmart, and the other fast food joints? Are you even looking?
Really did you check Tim Hortons, Walmart, and the other fast food joints? Are you even looking?
Identity Attack0.0015354111
Insult0.020966014
Profanity0.012277958
Threat0.0059613483
Severe Toxicity0.0007534027
Low Tox 0.039462693 Low Con 0.277 Question
Sep 27, 2025 452 likes IRCC Names India in Study …
If you can't find a local person to work at your fast food restaurant, try increasing the wage, improving work conditions, providing benefits, having a retention bonus, etc Flying someone 10000 km to an urban …
If you can't find a local person to work at your fast food restaurant, try increasing the wage, improving work conditions, providing benefits, having a retention bonus, etc Flying someone 10000 km to an urban center to work at Tim Hortons only makes economic sense if you plan to exploit them.
Identity Attack0.0029228306
Insult0.015872927
Profanity0.012004685
Threat0.01086132
Severe Toxicity0.0013542175
Low Tox 0.03828422 Moderate Con 0.483
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around them. They like to to take care of others. They will commonly ask you if you are OK and need water, food, anything. Langar/ community kichen is inbedded in culture and makes sure everyone eats in the same humble setting. They think communally and make sure to ask all parties how they feel about a particular topic, especially before making a decision. They appreciate when you try to understand them. They love when you speak their language. These people are blessed and I love them. I really hope that people bridge the gap between each other and love thy neighbour. God Bless Chardi Kala rahin.
Identity Attack0.020279141
Insult0.017614283
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.0030708313
Low Tox 0.036870047 Constructive 0.817
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
yea the food banks are open to everyone ey then why arent any of the homeless or needy going to the temples to get what they need ?
yea the food banks are open to everyone ey then why arent any of the homeless or needy going to the temples to get what they need ?
Identity Attack0.014852738
Insult0.013820915
Profanity0.01128734
Threat0.0062396824
Severe Toxicity0.0011348724
Low Tox 0.036634352 Moderate Con 0.357 Question
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Don’t forget how they made that food for you
Don’t forget how they made that food for you
Identity Attack0.003366805
Insult0.013516913
Profanity0.018529098
Threat0.0076507707
Severe Toxicity0.0019741058
Low Tox 0.036162965 Moderate Con 0.361
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past many local Canadians volunteered extensively in our community. That has gone away in present day. Dont let someone giving a free lunch fool you into thinking they do nothing wrong
Identity Attack0.0046987277
Insult0.018774498
Profanity0.015830519
Threat0.006925808
Severe Toxicity0.0008773804
Low Tox 0.035220183 Constructive 0.791
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I noticed the A&W drive-thru (fast food) started using a pre-recorded English greeting. I thought it was a great way to welcome you before you struggle with communicating your order.
I noticed the A&W drive-thru (fast food) started using a pre-recorded English greeting. I thought it was a great way to welcome you before you struggle with communicating your order.
Identity Attack0.006178642
Insult0.016100928
Profanity0.012722028
Threat0.0073918556
Severe Toxicity0.0011253357
Low Tox 0.034748793 Constructive 0.636 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
I would be so happy to have that much Indian food available
I would be so happy to have that much Indian food available
Identity Attack0.021585498
Insult0.011084898
Profanity0.021398475
Threat0.009048914
Severe Toxicity0.002670288
Low Tox 0.034513097 Moderate Con 0.367
Jan 27, 2026 Inside Canada's Indian Invasion...
They collect government money plus baby bonus plus they get bonus plus less plus but food food
They collect government money plus baby bonus plus they get bonus plus less plus but food food
Identity Attack0.004328749
Insult0.016784932
Profanity0.013131939
Threat0.005835127
Severe Toxicity0.0010728836
Low Tox 0.033334624 Moderate Con 0.322
Nov 24, 2025 Quebec Ends Economic Immigration Program …
post peace keepers at the food banks. you'll catch them there.
post peace keepers at the food banks. you'll catch them there.
Identity Attack0.0037367835
Insult0.014428918
Profanity0.0113044195
Threat0.0089712385
Severe Toxicity0.0011062622
Low Tox 0.03309893 Moderate Con 0.325 Humor_Satire
Sep 27, 2025 3 likes IRCC Names India in Study …
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Identity Attack0.019776696
Insult0.011768902
Profanity0.019963788
Threat0.008945347
Severe Toxicity0.0023937225
Low Tox 0.032391842 Constructive 0.559 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Wow hide cuts for the middle class eh. I can afford one more week of food.
Wow hide cuts for the middle class eh. I can afford one more week of food.
Identity Attack0.00466173
Insult0.013554913
Profanity0.012004685
Threat0.006440342
Severe Toxicity0.0009822845
Low Tox 0.031213367 Moderate Con 0.303 Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
The government needs to do an audit on all the Indian fast food joints
The government needs to do an audit on all the Indian fast food joints
Identity Attack0.019073274
Insult0.012034904
Profanity0.014942379
Threat0.007883795
Severe Toxicity0.0013542175
Low Tox 0.03109552 Low Con 0.166
Oct 6, 2025 IRCC Names India in Study …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and …
The one thing I can’t understand is how an international student from India can work without a social insurance number in Canada.They don’t have social insurance numbers in India.So places like Tim Hortons,Circle K and almost every fast food restaurant lets them work there without having Canadian taxes taking off their checks.Plus what happen to that box on most applications where it says are you legally allowed to work in Canada.
Identity Attack0.02238941
Insult0.0116169015
Profanity0.010074687
Threat0.005809236
Severe Toxicity0.0009393692
Low Tox 0.030388435 Constructive 0.616
Dec 14, 2025 How Canada broke its immigration …
Yet, Canada gave away billions of dollars to Ukraine and took in so many Ukrainian refugees, and beg Canadians to make donations to the Food Banks. What gives?
Yet, Canada gave away billions of dollars to Ukraine and took in so many Ukrainian refugees, and beg Canadians to make donations to the Food Banks. What gives?
Identity Attack0.014149316
Insult0.013440913
Profanity0.009733095
Threat0.006162008
Severe Toxicity0.0009441376
Low Tox 0.030388435 Moderate Con 0.373
Jan 3, 2026 6 likes New rules, regulations take effect …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house subsidizing and uninsured hospital stays? Tax payers who’ve been paying in for years. So yeah.. that’s why they’re concerned...
Identity Attack0.006696612
Insult0.016024929
Profanity0.011458136
Threat0.006110225
Severe Toxicity0.0011587143
Low Tox 0.030270588 Constructive 0.574
Jan 28, 2019 How much do refugees and …
Dis is food
Dis is food
Identity Attack0.004680229
Insult0.011084898
Profanity0.020783609
Threat0.008000307
Severe Toxicity0.0022602081
Low Tox 0.029799197 Moderate Con 0.326
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
They are driving trucks , working in fast food places etc .....thats where they are !
They are driving trucks , working in fast food places etc .....thats where they are !
Identity Attack0.003348306
Insult0.01465692
Profanity0.010928668
Threat0.0063432488
Severe Toxicity0.0010633469
Low Tox 0.029327808 Moderate Con 0.418 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
🇨🇦🇨🇦🇨🇦Looks awesome man prayer places jam packed , community making food for all giving them warm free meal , small business thriving , elder people look way better and looks like their children are taking …
🇨🇦🇨🇦🇨🇦Looks awesome man prayer places jam packed , community making food for all giving them warm free meal , small business thriving , elder people look way better and looks like their children are taking well care of them, divorce rate is lowest in the nation it really looks like a great city to move and raise your kids ❤❤❤❤
Identity Attack0.00776955
Insult0.011996903
Profanity0.01620627
Threat0.0071588317
Severe Toxicity0.0019741058
Low Tox 0.028856417 Constructive 0.7 Solidarity
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Love for India 🤘. My favorite food
Love for India 🤘. My favorite food
Identity Attack0.013144426
Insult0.0105148945
Profanity0.022286616
Threat0.008505191
Severe Toxicity0.0026130676
Low Tox 0.028149333 Moderate Con 0.467 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
First, it was climate change then Covid those failed now it’s gonna be electricity, food or water myself. I’m gonna go with the water first all part of the world, economic forms plan.
First, it was climate change then Covid those failed now it’s gonna be electricity, food or water myself. I’m gonna go with the water first all part of the world, economic forms plan.
Identity Attack0.0030338243
Insult0.012604907
Profanity0.01261955
Threat0.0069905366
Severe Toxicity0.0012397766
Low Tox 0.027677942 Moderate Con 0.457
Aug 26, 2025 1 likes Why Canadians Are Turning Against …

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.