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: "India and China are a …" 61 comments · Page 3 of 3
Very unfortunate. Hearing now that the Canadian government offers PR papers in different languages. Everywhere you go, you hear every language except for English & French. I want to be living in Canada. And not …
Very unfortunate. Hearing now that the Canadian government offers PR papers in different languages. Everywhere you go, you hear every language except for English & French. I want to be living in Canada. And not China, Japan, India, or the Philippines.
Identity Attack0.10221587
Insult0.025800243
Profanity0.011663092
Threat0.0061749537
Severe Toxicity0.002231598
Low Tox 0.10739898 Constructive 0.575
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I remember back in the 70s people started calling that place Bramladesh , this isn't new , Misissauga, Markham , Vaughn , Pickering , all experienced rapid growth due to immigration from India , South …
I remember back in the 70s people started calling that place Bramladesh , this isn't new , Misissauga, Markham , Vaughn , Pickering , all experienced rapid growth due to immigration from India , South Asia , China , Hong Kong ect. The old towns disapeared , the original and long time residents feel overwhelmed and unwelcome .
Identity Attack0.052035484
Insult0.025542418
Profanity0.011970525
Threat0.006835188
Severe Toxicity0.0018596649
Low Tox 0.08953904 Constructive 0.71 Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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...
Actually India is part of BRI-BRICS, many students-tourists-workers going to China-Russia..CGTN The Point-Hub-Heat, Race to the Future and Modernization..RT International Africa Summit-SPIEF..Alex Reporterfy Media
Actually India is part of BRI-BRICS, many students-tourists-workers going to China-Russia..CGTN The Point-Hub-Heat, Race to the Future and Modernization..RT International Africa Summit-SPIEF..Alex Reporterfy Media
Identity Attack0.04796442
Insult0.018645585
Profanity0.021945024
Threat0.010110466
Severe Toxicity0.0036811829
Low Tox 0.075294 Moderate Con 0.4 Advertisement_Spam
Oct 1, 2025 IRCC Names India in Study …
This is the reality of Canada’s unchecked immigration policy. Meanwhile, while Canadian trade policy is being undermined by China and India who use inter ethnic conflict within Canada’s borders as a coercive tool subject Canada …
This is the reality of Canada’s unchecked immigration policy. Meanwhile, while Canadian trade policy is being undermined by China and India who use inter ethnic conflict within Canada’s borders as a coercive tool subject Canada to their spheres of influence.
Identity Attack0.034042787
Insult0.020256994
Profanity0.009647697
Threat0.006647474
Severe Toxicity0.0013446808
Low Tox 0.055026773 Moderate Con 0.343
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Every country has visa's for students-workers-tourists..Many from India going to China-Russia..No debt traps, education subsidized..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..Alex Reporterfy Media
Every country has visa's for students-workers-tourists..Many from India going to China-Russia..No debt traps, education subsidized..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..Alex Reporterfy Media
Identity Attack0.018872296
Insult0.014960921
Profanity0.012585391
Threat0.0067963502
Severe Toxicity0.001411438
Low Tox 0.036634352 Moderate Con 0.44
Sep 29, 2025 IRCC Names India in Study …
Climate pollution (gases, solid waste) is the HIGHEST in the world, above that in China (after adjusted for mannufacturing output, which is negligible in India , as opposed to China).
Climate pollution (gases, solid waste) is the HIGHEST in the world, above that in China (after adjusted for mannufacturing output, which is negligible in India , as opposed to China).
Identity Attack0.018269362
Insult0.014390918
Profanity0.010296722
Threat0.0063367756
Severe Toxicity0.0012969971
Low Tox 0.034748793 Moderate Con 0.377
Nov 21, 2025 1 likes Why Canadians Are Turning Against …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 immigrant/year, china 20.000 immigrants/year,....). The second, canada must empower for each territories/provinces to decide how much foreign people can study/work/live in there
Identity Attack0.015857628
Insult0.008994885
Profanity0.009562299
Threat0.006356194
Severe Toxicity0.0008916855
Low Tox 0.022964042 Constructive 0.576 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
📊 Québec Immigration – Top Countries (Recent %) ┌───────────────┬──────────────┐ │ Country │ Ratio (%) │ ├───────────────┼──────────────┤ │ France │ 14.7% │ │ Cameroon │ 8.3% │ │ China │ 8.6% │ │ Algeria │ 5.6% …
📊 Québec Immigration – Top Countries (Recent %) ┌───────────────┬──────────────┐ │ Country │ Ratio (%) │ ├───────────────┼──────────────┤ │ France │ 14.7% │ │ Cameroon │ 8.3% │ │ China │ 8.6% │ │ Algeria │ 5.6% │ │ Tunisia │ 5.0% │ │ Morocco │ 4.9% │ │ Haiti │ 4.4% │ │ India │ 2.6% │ │ Others │ 45.9% │ └───────────────┴──────────────┘
Identity Attack0.007547563
Insult0.007968879
Profanity0.012346277
Threat0.0062267366
Severe Toxicity0.0011730194
Low Tox 0.01225191 Moderate Con 0.365 Meta_Commentary
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Stop people outside from outside Canada from buying up our homes, this is the issue. China and India own too much in Vancouver, Toronto and Montreal. They are raising up the cost of living through …
Stop people outside from outside Canada from buying up our homes, this is the issue. China and India own too much in Vancouver, Toronto and Montreal. They are raising up the cost of living through their greediness
Identity Attack0.00038317507
Insult0.0040671253
Profanity0.000058668196
Threat0.0000607873
Severe Toxicity0.0000020598457
Low Tox 0.0077626333
Apr 18, 2025 22 likes
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work …
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work and use our resources that we have paid for all of our working lives. Our local college which used to pay for English lessons for Newcomers to Canada has now cancelled the program.
Identity Attack0.0010168551
Insult0.00017304033
Profanity0.00003081157
Threat0.00005803413
Severe Toxicity0.0000042457577
Low Tox 0.0007665064
Apr 17, 2025 2 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.