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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
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "I don't get it. If …" 2,660 comments · Page 107 of 107
We have an 11% unemployment rate.When willl get it?We don't have enough for us and we can depict the felons and bad driving records.We don't have enough when we can be choosy.On application decisions job …
We have an 11% unemployment rate.When willl get it?We don't have enough for us and we can depict the felons and bad driving records.We don't have enough when we can be choosy.On application decisions job positions limited housing we don't have enough
· 3: Cluster #2
Close reading → Video sentiment →
Identity Attack0.000053138538
Insult0.0001796564
Profanity0.000022250531
Threat0.000024195764
Severe Toxicity0.0000022489005
Low Tox 0.0004112069
Apr 28, 2025
Going and loving it, any chance I get to leave trudeau land is a bonus! As your guest stated they want to make sure travelers are not planning on staying in their country....hmmm every border …
Going and loving it, any chance I get to leave trudeau land is a bonus! As your guest stated they want to make sure travelers are not planning on staying in their country....hmmm every border at every country in the world does this in various ways!!
· 6: Cluster #5
Close reading → Video sentiment →
Identity Attack0.00005806109
Insult0.00017108928
Profanity0.000020702953
Threat0.000021759333
Severe Toxicity0.0000023298671
Low Tox 0.00040393107
Dec 11, 2025
If you get detained in a detention center, too bad so sad. You know the risk but yet many are on the news outraged. As if they didn’t know it was always the possibility
If you get detained in a detention center, too bad so sad. You know the risk but yet many are on the news outraged. As if they didn’t know it was always the possibility
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.000058904992
Insult0.0001595251
Profanity0.000015327774
Threat0.000023224879
Severe Toxicity0.000002106364
Low Tox 0.00039878825 Moral_Argument
Dec 8, 2025
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes …
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes enough security steps before getting influx. It is not the country where from you come, it is who is coming. And, if one has clean records, what should one worry?
· 27: Cluster #26
Close reading → Video sentiment →
Identity Attack0.000120073375
Insult0.00013968495
Profanity0.000021232883
Threat0.000024228715
Severe Toxicity0.0000028339366
Low Tox 0.0003879494
Dec 8, 2025 10 likes
My son is Canadian born and a college graduate. He was a smart student and very hard working person but until now he couldn't find a job even at Tim Horton. I noticed that a …
My son is Canadian born and a college graduate. He was a smart student and very hard working person but until now he couldn't find a job even at Tim Horton. I noticed that a lot of people who are working now are from India. They're the one who are getting experienced and etc.This is not fair to Canadians😢.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00010560334
Insult0.00015255246
Profanity0.000024591673
Threat0.000033847275
Severe Toxicity0.0000032942548
Low Tox 0.00037675962
Apr 19, 2025 28 likes
Yet Canada has an app that requires the honesty of the person applying to get into Canada without security checks
Yet Canada has an app that requires the honesty of the person applying to get into Canada without security checks
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.000060511018
Insult0.00016510811
Profanity0.000018772342
Threat0.000018323084
Severe Toxicity0.0000023039622
Low Tox 0.0003722475 Policy_Critique
Dec 8, 2025 21 likes
Cameras were there a while ago Get over it
Cameras were there a while ago Get over it
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.000048672093
Insult0.00015341969
Profanity0.000020215764
Threat0.000023966555
Severe Toxicity0.0000021583187
Low Tox 0.00036180453 Meta_Commentary
Dec 8, 2025 6 likes
This is the beginning all countries they’re going to start doing it get ready
This is the beginning all countries they’re going to start doing it get ready
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.000065073764
Insult0.00012353502
Profanity0.000019866533
Threat0.000027396973
Severe Toxicity0.0000024752674
Low Tox 0.00033513375 Fear_Threat
Dec 8, 2025 1 likes
It's important to get this information in advance of annexation.
It's important to get this information in advance of annexation.
· 29: Cluster #28
Close reading → Video sentiment →
Identity Attack0.00005981607
Insult0.00013221295
Profanity0.000017508019
Threat0.000020340922
Severe Toxicity0.0000024834865
Low Tox 0.00032001256
Dec 9, 2025
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when …
I agree with this policy because I know of people sponsor oring for their family and when some of them get here the put tax payers to pay the bill for medical and also when the family get here they stop supporting them and the Canadians has to maintain them. It also become a burden on
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.000053683372
Insult0.00012659596
Profanity0.000018385608
Threat0.000019574416
Severe Toxicity0.0000026482826
Low Tox 0.00028052746 Economic_Argument
Apr 14, 2025 21 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.