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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: "Those numbers need to be …" 60 comments · Page 3 of 3
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. Yes there are some people overstaying and need to be removed otherwise there will be problems. But let’s just keep our facts right
Identity Attack0.004088263
Insult0.009678889
Profanity0.012107162
Threat0.009929225
Severe Toxicity0.0012588501
Low Tox 0.025085296 Constructive 0.603 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
Rookie numbers, we need 400,000 a week
Rookie numbers, we need 400,000 a week
Identity Attack0.0057346676
Insult0.010362893
Profanity0.015932998
Threat0.008116818
Severe Toxicity0.0016784668
Low Tox 0.023788974 Low Con 0.226 Call_To_Action
Dec 31, 2025 3 likes Deportations From Canada at Their …
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 …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
How much are we short? That's the number we let in. Out of the million, how has the skills we need?
How much are we short? That's the number we let in. Out of the million, how has the skills we need?
Identity Attack0.0027008436
Insult0.010438894
Profanity0.012073003
Threat0.006925808
Severe Toxicity0.00081062317
Low Tox 0.02048268 Low Con 0.251 Question
Feb 1, 2026 Why Canada’s immigration system has …
We need to double those numbers in 2026
We need to double those numbers in 2026
Identity Attack0.004347248
Insult0.007911879
Profanity0.014088398
Threat0.00899713
Severe Toxicity0.0015735626
Low Tox 0.01859777 Low Con 0.227
Dec 26, 2025 6 likes Deportations From Canada at Their …
I agree with Michelle somewhat, but she doesn't need to exaggerate. It will be a lot stronger if she gives just the actual numbers. 80% of claimants are legitimate , it's not 50%. I wish …
I agree with Michelle somewhat, but she doesn't need to exaggerate. It will be a lot stronger if she gives just the actual numbers. 80% of claimants are legitimate , it's not 50%. I wish both sides would just stick to facts.
Identity Attack0.0021828737
Insult0.009678889
Profanity0.010296722
Threat0.0063238298
Severe Toxicity0.0005173683
Low Tox 0.014890783 Constructive 0.776 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent residents. That's why they invest so much, expecting to be able to stay indefinitely. It needs to be made clear that temporary means temporary.
Identity Attack0.0031633168
Insult0.008633883
Profanity0.009784333
Threat0.006058442
Severe Toxicity0.00054597855
Low Tox 0.012440401 Constructive 0.634
Feb 11, 2026 Canada's tighter immigration policy divides …
Refugees make 7k with 4 kids . Great , LIMA Sold in market .Work permit need to cut in numbers . and International students needs to slow down .
Refugees make 7k with 4 kids . Great , LIMA Sold in market .Work permit need to cut in numbers . and International students needs to slow down .
Identity Attack0.000083146835
Insult0.00015745849
Profanity0.000015644278
Threat0.000037995556
Severe Toxicity0.0000022768295
Low Tox 0.0004362653
Dec 7, 2025
Stick to the old points based system selecting the people coming in,exceptions for attracting talent in high tech,and have just a decent number of people coming.Yes we do need immigration but not over immigration for …
Stick to the old points based system selecting the people coming in,exceptions for attracting talent in high tech,and have just a decent number of people coming.Yes we do need immigration but not over immigration for economical and social and integration reasons.
Identity Attack0.000064102234
Insult0.00011273673
Profanity0.000015791746
Threat0.0000211861
Severe Toxicity0.0000032512494
Low Tox 0.00027985268 Policy_Critique
Apr 16, 2025 3 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.