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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

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Active: "I was at Walmart the …" 66 comments · Page 3 of 3
Shopping nowadays at Walmart- food basics- no frills- fresh co etc have a feeling I’m living in New Delhi NOT Canada !!! Enough is ENOUGH !!!! What happened to my beautiful Canada ???
Shopping nowadays at Walmart- food basics- no frills- fresh co etc have a feeling I’m living in New Delhi NOT Canada !!! Enough is ENOUGH !!!! What happened to my beautiful Canada ???
Identity Attack0.037909906
Insult0.025800243
Profanity0.013780965
Threat0.006576272
Severe Toxicity0.002632141
Low Tox 0.09033044 Moderate Con 0.485
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers actually being valued and needed instead of competing for not even enough jobs? Oooh, so scary. Whatever they thought would happen, I don't see how it could have been worse than what we have now. How is getting millions of Tim Hortons and Walmart workers helping the aging population? It doesn't. The explanations don't make sense. 9:25 bs!!! How could they possibly think this? Their position is that since there was a population explosion in the 40's, now every future generation has to explode their population as well, or else there will be too many old people? Come on. It's too ridiculous to take seriously. Now since the rate isn't the same as the 40's they decide let's just import from countries that are massively over populated.... and become more like them. Like... NO!!! This is not what I want from life or for our world.
Identity Attack0.009434453
Insult0.03312982
Profanity0.020032106
Threat0.0071199946
Severe Toxicity0.0022602081
Low Tox 0.08320791 Constructive 0.71 Policy_Critique
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part of Walmart but I only seen one actual Canadian born worker... Sure it can be said it's assumption on my part but I am confident with my assumption based on what I saw. Our public transportation ( bus ) there's only 4 Canadians left. Now our busses speed, don't give time for people to get on safely.... accidents almost daily. And from what I heard there has to be a shuttle bus on standby because the new drivers just make false claims of accidents and issues so shuttle has to come and pick up the people on the bus to finish the route. Our rental market is far and thin. Our homeless is Canadians NOT foreign. And we are seeking illicit activities and mind altering chemicals to deal with the stress of life more and more each day. Concerns me my son and daughter have to grow up like this. I fear for them and their future in a country that I once believed in. I'm not racist I try my best to treat everyone fairly and equally. But Canada is changing and it's causing great impact we can't handle.
Identity Attack0.02138452
Insult0.024511116
Profanity0.015728042
Threat0.007832011
Severe Toxicity0.0019836426
Low Tox 0.054779384 Constructive 0.835
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
Yeah pretty much every walmart or lower jobs are taken the amount of canadien homeless is rising its so messed up how the government pays them with our money and then pays sum more to …
Yeah pretty much every walmart or lower jobs are taken the amount of canadien homeless is rising its so messed up how the government pays them with our money and then pays sum more to have them live here....
Identity Attack0.018068384
Insult0.022512967
Profanity0.013131939
Threat0.0061814263
Severe Toxicity0.0014305115
Low Tox 0.054531995 Constructive 0.523 Economic_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
There not missing there working at Walmart, Canadian tire, Tim Hortons and all pizza joints lol
There not missing there working at Walmart, Canadian tire, Tim Hortons and all pizza joints lol
Identity Attack0.008028535
Insult0.021481665
Profanity0.014327513
Threat0.0062008454
Severe Toxicity0.001449585
Low Tox 0.045625936 Moderate Con 0.354
Sep 29, 2025 IRCC Names India in Study …
We don't need more Walmarts and fastfood/Uber drivers.
We don't need more Walmarts and fastfood/Uber drivers.
Identity Attack0.00880549
Insult0.022577424
Profanity0.010313802
Threat0.006194372
Severe Toxicity0.0011348724
Low Tox 0.044883765 Low Con 0.252 Economic_Argument
Dec 27, 2025 1 likes Deportations From Canada at Their …
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 …
They run the Walmart in Ontario 😂😂
They run the Walmart in Ontario 😂😂
Identity Attack0.0076215584
Insult0.016632931
Profanity0.015386449
Threat0.0064468146
Severe Toxicity0.0013446808
Low Tox 0.037577134 Moderate Con 0.32 Humor_Satire
Jan 27, 2026 103 likes Inside Canada's Indian Invasion...
In walmart they are speaking hindi and punjabi over the PA systems now.
In walmart they are speaking hindi and punjabi over the PA systems now.
Identity Attack0.019575719
Insult0.013706914
Profanity0.01261955
Threat0.006763986
Severe Toxicity0.0012207031
Low Tox 0.031213367 Moderate Con 0.338 Identity_Assertion
Dec 23, 2025 Inside Canada's Indian Metropolis (Brampton)
They are working at Walmart, Wendy's Mcdonalds, food court vendors, etc... They are not missing !
They are working at Walmart, Wendy's Mcdonalds, food court vendors, etc... They are not missing !
Identity Attack0.0024788564
Insult0.011920903
Profanity0.010330882
Threat0.006155535
Severe Toxicity0.0007247925
Low Tox 0.01859777 Constructive 0.579 Personal_Narrative
Oct 2, 2025 IRCC Names India in Study …
Check companies like Walmart, Home Depot, Canadian Tire, Uber...bet you can find them
Check companies like Walmart, Home Depot, Canadian Tire, Uber...bet you can find them
Identity Attack0.003607291
Insult0.010438894
Profanity0.012141321
Threat0.0069387536
Severe Toxicity0.0007867813
Low Tox 0.017592486 Moderate Con 0.321 Unverified_Claim
Sep 29, 2025 17 likes IRCC Names India in Study …
Find them at Walmart, Tim Hortons and any government subsidized company.
Find them at Walmart, Tim Hortons and any government subsidized company.
Identity Attack0.0020441315
Insult0.009678889
Profanity0.010706633
Threat0.007029374
Severe Toxicity0.00067710876
Low Tox 0.015204934 Low Con 0.261
Sep 28, 2025 157 likes IRCC Names India in Study …
VISIT WALMARTS, CANADIAN TIRES , TIM HORTONS, AND AMAZON DELIVERY WAREHOUSES, THAT WILL ACCOUNT FOR MOST OF THEM
VISIT WALMARTS, CANADIAN TIRES , TIM HORTONS, AND AMAZON DELIVERY WAREHOUSES, THAT WILL ACCOUNT FOR MOST OF THEM
Identity Attack0.003311308
Insult0.0084818825
Profanity0.009920971
Threat0.0063497215
Severe Toxicity0.00077724457
Low Tox 0.0131943645 Low Con 0.267 Unverified_Claim
Oct 15, 2025 IRCC Names India in Study …
God bless Walmart and Tim Horton
God bless Walmart and Tim Horton
Identity Attack0.002885833
Insult0.007645877
Profanity0.01265371
Threat0.006699257
Severe Toxicity0.0009584427
Low Tox 0.0109324735 Moderate Con 0.418
Sep 30, 2025 1 likes IRCC Names India in Study …
Everyone is boycotting USA, when every fabric of Canada runs on USA technology and infrastructure. Amazon, Walmart, Google, Microsoft , apple... Why isn't anyone boycotting ROGERS XFINITY? sell your iPhone and buy a blackberry, Canada …
Everyone is boycotting USA, when every fabric of Canada runs on USA technology and infrastructure. Amazon, Walmart, Google, Microsoft , apple... Why isn't anyone boycotting ROGERS XFINITY? sell your iPhone and buy a blackberry, Canada would be a frozen wasteland still in the dark ages of it wasn't for USA.
Identity Attack0.00006577903
Insult0.00023082343
Profanity0.000020217845
Threat0.000022782564
Severe Toxicity0.000002309757
Low Tox 0.00052124116
Dec 8, 2025 13 likes
They are not international students , they only attend schools one hour per week, and the rest of the week work for Tim Horton, Walmart, and so on for 6$ per hour .
They are not international students , they only attend schools one hour per week, and the rest of the week work for Tim Horton, Walmart, and so on for 6$ per hour .
Identity Attack0.000067604684
Insult0.00016517218
Profanity0.00001567836
Threat0.000021490952
Severe Toxicity0.000002359121
Low Tox 0.00038852677 Unverified_Claim
Apr 19, 2025 7 likes

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.