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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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "All I heard was we …" 117 comments · Page 5 of 5
You should have heard what that Canadian lady said
You should have heard what that Canadian lady said
Identity Attack0.0233943
Insult0.014504919
Profanity0.012551232
Threat0.0076637166
Severe Toxicity0.0013923645
Low Tox 0.0414203 Moderate Con 0.409 Meta_Commentary
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I have heard the skilled laborer argument for years. Canadian governments keep saying we need to bolster the work force with immigrants. I've heard this for 20+ years, and they're still saying it. It hasn't …
I have heard the skilled laborer argument for years. Canadian governments keep saying we need to bolster the work force with immigrants. I've heard this for 20+ years, and they're still saying it. It hasn't worked because bringing in immigrants only treats the symptoms not the cause.
Identity Attack0.025002124
Insult0.014124917
Profanity0.00997221
Threat0.0066927844
Severe Toxicity0.0011301041
Low Tox 0.039226998 Constructive 0.626 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Identity Attack0.02138452
Insult0.013326911
Profanity0.009698936
Threat0.00636914
Severe Toxicity0.0010538101
Low Tox 0.034041706 Moderate Con 0.358 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I heard enough 😂
I heard enough 😂
Identity Attack0.00414376
Insult0.012832909
Profanity0.021330157
Threat0.008505191
Severe Toxicity0.0019550323
Low Tox 0.03357032 Moderate Con 0.411 Meta_Commentary
Sep 29, 2025 IRCC Names India in Study …
Why don’t Canadians march towards Parliament with the idea of making their voices heard? Why don’t they organize strikes, gather together, and walk blocking the streets with their signs to make their voices heard, directed …
Why don’t Canadians march towards Parliament with the idea of making their voices heard? Why don’t they organize strikes, gather together, and walk blocking the streets with their signs to make their voices heard, directed at the Liberal government?
Identity Attack0.014752249
Insult0.01313691
Profanity0.010040528
Threat0.009100696
Severe Toxicity0.0012874603
Low Tox 0.032863233 Moderate Con 0.403
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I don’t agree with giving incentives of money to newcomers like why? and maybe on a very limited time not a longer period of time. And child benefits should not be given until they’re working …
I don’t agree with giving incentives of money to newcomers like why? and maybe on a very limited time not a longer period of time. And child benefits should not be given until they’re working and contributing. Because I have heard of a story of a woman who had like three or four kids and she said that I don’t need to work. I have child tax benefit coming in and they were refugees.
Identity Attack0.016058605
Insult0.011198899
Profanity0.01086035
Threat0.006207318
Severe Toxicity0.0009822845
Low Tox 0.029799197 Constructive 0.674 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
"I've heard enough" as they were explaining... When you want to understand you listen to the whole truth vs fish for the facts you want to hear to reinforce a narrative. There probably is a …
"I've heard enough" as they were explaining... When you want to understand you listen to the whole truth vs fish for the facts you want to hear to reinforce a narrative. There probably is a problem but we can't know "barn" or "bread basket" if we don't hear the explanations.
Identity Attack0.0019053896
Insult0.015872927
Profanity0.011201942
Threat0.0062914654
Severe Toxicity0.00071525574
Low Tox 0.028974265 Constructive 0.703
Oct 2, 2025 IRCC Names India in Study …
I first heard Brampton called Bramlidesh 20+ years ago.
I first heard Brampton called Bramlidesh 20+ years ago.
Identity Attack0.008324518
Insult0.011540901
Profanity0.016001316
Threat0.0075083673
Severe Toxicity0.001206398
Low Tox 0.024849601 Moderate Con 0.491 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
So what incentive do they get to work, or what about the ones that never will work Also worth noting is most of these claims won't be heard for over 10 years with the back …
So what incentive do they get to work, or what about the ones that never will work Also worth noting is most of these claims won't be heard for over 10 years with the back log they have
Identity Attack0.0024048607
Insult0.011730902
Profanity0.0113215
Threat0.006304411
Severe Toxicity0.0006866455
Low Tox 0.022610499 Moderate Con 0.362
Aug 22, 2018 How much do refugees and …
I heard the government allowed 800,000 new immigrants into Canada in the first 6 months. Were they all the same demographic?
I heard the government allowed 800,000 new immigrants into Canada in the first 6 months. Were they all the same demographic?
Identity Attack0.010951365
Insult0.008842885
Profanity0.009733095
Threat0.006194372
Severe Toxicity0.0007724762
Low Tox 0.02035702 Moderate Con 0.384 Question
Jan 31, 2026 1 likes Why Canadians Are Turning Against …
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Identity Attack0.006511623
Insult0.010134893
Profanity0.016035475
Threat0.0068416605
Severe Toxicity0.001115799
Low Tox 0.01847211 Moderate Con 0.476 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
How did you choose the individuals to interview? Alot of this is 'I heard from a friend'
How did you choose the individuals to interview? Alot of this is 'I heard from a friend'
Identity Attack0.0026453468
Insult0.009317887
Profanity0.012243799
Threat0.006246155
Severe Toxicity0.000667572
Low Tox 0.016964182 Moderate Con 0.4
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
This is the most sensible conservation I've heard Jason Kenny be a part of in some time. Good job sir.
This is the most sensible conservation I've heard Jason Kenny be a part of in some time. Good job sir.
Identity Attack0.0021366263
Insult0.010058892
Profanity0.010535837
Threat0.0065050707
Severe Toxicity0.0006341934
Low Tox 0.015393426 Constructive 0.636 Meta_Commentary
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Thank you so much my God you heard my prayers.
Thank you so much my God you heard my prayers.
Identity Attack0.0047357255
Insult0.0070473733
Profanity0.0138151245
Threat0.0071717775
Severe Toxicity0.0012493134
Low Tox 0.01225191 Constructive 0.507 Solidarity
Nov 23, 2025 1 likes Quebec Ends Economic Immigration Program …
All I heard was we are raising taxes adding new taxes and finding more things to tax
All I heard was we are raising taxes adding new taxes and finding more things to tax
Identity Attack0.0017296498
Insult0.007778878
Profanity0.010467518
Threat0.0059969495
Severe Toxicity0.0005674362
Low Tox 0.009801528 Moderate Con 0.321 Policy_Critique
Jan 12, 2026 2 likes Canada’s new rules in 2026
Have you heard of the 2100 plan that Canada will have a population of 100 million by 2100, this is why over a million enter every year.
Have you heard of the 2100 plan that Canada will have a population of 100 million by 2100, this is why over a million enter every year.
Identity Attack0.0029598286
Insult0.0067338715
Profanity0.009015751
Threat0.0062849927
Severe Toxicity0.0005245209
Low Tox 0.008419261 Moderate Con 0.371
Nov 21, 2025 1 likes Thousands of refugees allowed into …
just dont go to America... We heard what ya'll said about us.
just dont go to America... We heard what ya'll said about us.
Identity Attack0.00031948672
Insult0.0006044143
Profanity0.000042633845
Threat0.00006660547
Severe Toxicity0.0000020219745
Low Tox 0.001986526 Comparative_Framing
Apr 16, 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.