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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.

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Active: "1. It's not just a …" 402 comments · Page 16 of 17
This (LORD JESUS CHRIST) is the true God and eternal life. 1 John 5:20
This (LORD JESUS CHRIST) is the true God and eternal life. 1 John 5:20
Identity Attack0.0073625734
Insult0.007873878
Profanity0.01354185
Threat0.0071717775
Severe Toxicity0.0015163422
Low Tox 0.019477395 Low Con 0.252 Advertisement_Spam
Jan 29, 2026 Inside Canada's Indian Invasion...
In Singapore this will be solved I. 1 weeks or less
In Singapore this will be solved I. 1 weeks or less
Identity Attack0.0057346676
Insult0.00817788
Profanity0.013576009
Threat0.009359611
Severe Toxicity0.0014019012
Low Tox 0.019226074 Low Con 0.281 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
We can definitely do without #1. There's no reason why it shouldn't take 7-9 years to obtain citizenship just like most other nations in the world.
We can definitely do without #1. There's no reason why it shouldn't take 7-9 years to obtain citizenship just like most other nations in the world.
Identity Attack0.0056236745
Insult0.008348881
Profanity0.012961143
Threat0.007145886
Severe Toxicity0.0008392334
Low Tox 0.018095128 Moderate Con 0.426 Policy_Critique
Jan 12, 2026 3 likes Canada’s new rules in 2026
90% coming from 1 country. Time for Canada to have a per country cap like the usa
90% coming from 1 country. Time for Canada to have a per country cap like the usa
Identity Attack0.008731495
Insult0.009146886
Profanity0.010057608
Threat0.00636914
Severe Toxicity0.0009870529
Low Tox 0.017969469 Low Con 0.279
Jun 18, 2025 134 likes How Canada broke its immigration …
1:40 Spot on..
1:40 Spot on..
Identity Attack0.0032928092
Insult0.0086718835
Profanity0.015625564
Threat0.007521313
Severe Toxicity0.0015354156
Low Tox 0.017466826 Moderate Con 0.358 Meta_Commentary
Aug 26, 2025 Why Canadians Are Turning Against …
00:55 - 1:24 <---- this.
00:55 - 1:24 <---- this.
Identity Attack0.0025158543
Insult0.008462882
Profanity0.013405213
Threat0.007754337
Severe Toxicity0.0012779236
Low Tox 0.016964182 Low Con 0.257 Meta_Commentary
Aug 27, 2025 Why Canadians Are Turning Against …
18k is nothing. It should be at least 1 million.
18k is nothing. It should be at least 1 million.
Identity Attack0.0034962974
Insult0.008272881
Profanity0.0127903465
Threat0.0072753434
Severe Toxicity0.0009202957
Low Tox 0.01646154 Low Con 0.174
Dec 25, 2025 2 likes Deportations From Canada at Their …
1:16 Native, Native Canadian here. Wish I was interviewed. No holding back. Thanks for the journalism, and stay safe.
1:16 Native, Native Canadian here. Wish I was interviewed. No holding back. Thanks for the journalism, and stay safe.
Identity Attack0.0070665907
Insult0.0084818825
Profanity0.009801413
Threat0.007094103
Severe Toxicity0.0008058548
Low Tox 0.016210219 Constructive 0.654 Personal_Narrative
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
Ensuring its a 1 party rule forevermore
Ensuring its a 1 party rule forevermore
Identity Attack0.0037182847
Insult0.008310881
Profanity0.011765569
Threat0.007353018
Severe Toxicity0.00091552734
Low Tox 0.01608456 Low Con 0.139 Policy_Critique
Nov 20, 2025 Thousands of refugees allowed into …
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Identity Attack0.0017666477
Insult0.007968879
Profanity0.010330882
Threat0.0073918556
Severe Toxicity0.0007343292
Low Tox 0.016021729 Moderate Con 0.437 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
“1 months.”😂
“1 months.”😂
Identity Attack0.0014336669
Insult0.008766884
Profanity0.013712646
Threat0.006530962
Severe Toxicity0.00093460083
Low Tox 0.015707577 Moderate Con 0.378 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Identity Attack0.004643231
Insult0.008823884
Profanity0.009476901
Threat0.006265574
Severe Toxicity0.000667572
Low Tox 0.014639461 Low Con 0.193 Unverified_Claim
Jan 15, 2026 Canada’s new rules in 2026
1:27 better future means a better future for Canada as well. You should contribute something back also.
1:27 better future means a better future for Canada as well. You should contribute something back also.
Identity Attack0.0029228306
Insult0.008576883
Profanity0.010262563
Threat0.006602164
Severe Toxicity0.0008201599
Low Tox 0.014576632 Moderate Con 0.475 Moral_Argument
Feb 13, 2026 Canada's tighter immigration policy divides …
Is there any reason this wasn't done on day 1?
Is there any reason this wasn't done on day 1?
Identity Attack0.002626848
Insult0.0075888764
Profanity0.013166099
Threat0.0072235605
Severe Toxicity0.00086307526
Low Tox 0.0143253105 Low Con 0.214 Question
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I watched this video 3-4 times and got 19/20 and read discover Canada as well 1 time, such a good and helpful video
I watched this video 3-4 times and got 19/20 and read discover Canada as well 1 time, such a good and helpful video
Identity Attack0.004384246
Insult0.0074178753
Profanity0.013131939
Threat0.007365964
Severe Toxicity0.0011825562
Low Tox 0.012691722 Constructive 0.561 Meta_Commentary
Feb 19, 2026 8 likes Canadian Citizenship Test 2025 – …
It’s their countries right, the question for yourselves is worth the extra steps. Is worth being caged up at the whim of 1 person.
It’s their countries right, the question for yourselves is worth the extra steps. Is worth being caged up at the whim of 1 person.
Identity Attack0.0003305968
Insult0.0009302545
Profanity0.0000895018
Threat0.009820587
Severe Toxicity0.0000104965675
Low Tox 0.012651553 Moral_Argument
Dec 10, 2025
Immigration is out of control ! It is 2025 , the year isn’t even half over and they have already brought in almost 1 million mostly Indians . You need to get your facts straight …
Immigration is out of control ! It is 2025 , the year isn’t even half over and they have already brought in almost 1 million mostly Indians . You need to get your facts straight .
Identity Attack0.014597976
Insult0.0013591878
Profanity0.00011599752
Threat0.00016591376
Severe Toxicity0.000005316609
Low Tox 0.012240606
Jun 26, 2025
I believe the backlog is over 1 million as of Oct.31. Lets do some journalism and find out why
I believe the backlog is over 1 million as of Oct.31. Lets do some journalism and find out why
Identity Attack0.002210622
Insult0.0072848746
Profanity0.010467518
Threat0.0069387536
Severe Toxicity0.00064849854
Low Tox 0.010869644 Moderate Con 0.467 Question
Jan 20, 2026 1 likes Why Canada’s immigration system has …
India is Fouth largest economy number 3 in 4 Wheeler market number 1 in Two wheeler market number 3 in Metro network number 3 in Aviation market
India is Fouth largest economy number 3 in 4 Wheeler market number 1 in Two wheeler market number 3 in Metro network number 3 in Aviation market
Identity Attack0.0052166977
Insult0.007123374
Profanity0.011219022
Threat0.006317357
Severe Toxicity0.0007724762
Low Tox 0.009550206 Low Con 0.238 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Media stretch. 18000. 1 million in.
Media stretch. 18000. 1 million in.
Identity Attack0.0022846176
Insult0.0070473733
Profanity0.010518758
Threat0.006712203
Severe Toxicity0.00072956085
Low Tox 0.009173225 Low Con 0.262
Dec 28, 2025 Deportations From Canada at Their …
Why the hawaii id at 1:15?
Why the hawaii id at 1:15?
Identity Attack0.0021828737
Insult0.0067338715
Profanity0.010228404
Threat0.006330303
Severe Toxicity0.00064849854
Low Tox 0.008293601 Low Con 0.278 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
"The Interim Federal Health Program (IFHP) provides temporary health care coverage for specific groups in Canada, such as refugees and asylum claimants, who do not have access to provincial or territorial health insurance. It covers …
"The Interim Federal Health Program (IFHP) provides temporary health care coverage for specific groups in Canada, such as refugees and asylum claimants, who do not have access to provincial or territorial health insurance. It covers essential medical services, but some supplemental benefits will require co-payments starting May 1, 2026"
Identity Attack0.0034592997
Insult0.006344369
Profanity0.0092292465
Threat0.0059937127
Severe Toxicity0.00047683716
Low Tox 0.006722843 Constructive 0.516 Question
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another …
This immigration rule is not being enforced the way the government claims. IRCC is still handing out temporary resident visas—student visas, visitor visas, and visitor visa extensions—too easily. They’re approving 1-year visitor extensions, then another 6 months, and sometimes even another full year if someone applies again. How is that stricter than before? It’s not. The government is misleading Canadians when it says immigration rules are tightening. In reality, it’s becoming more lenient, and it’s frustrating for those of us who follow the rules, pay taxes, and contribute honestly to this country.
Identity Attack0.00021630489
Insult0.00028040312
Profanity0.000052242904
Threat0.000028844901
Severe Toxicity0.000002951865
Low Tox 0.00092790026 Policy_Critique
Jun 6, 2025
1 in 3 homes in vancouver owned by foregn person whose in their homeland!
1 in 3 homes in vancouver owned by foregn person whose in their homeland!
Identity Attack0.00006591164
Insult0.00026090036
Profanity0.000020225772
Threat0.0000217936
Severe Toxicity0.0000016889821
Low Tox 0.0005559707
Dec 13, 2025
1:47 There's no employment for people in Canada or coming to Canada. Everything seams to be shutting down. The dollar exchange value make's it more expensive for items to buy.
1:47 There's no employment for people in Canada or coming to Canada. Everything seams to be shutting down. The dollar exchange value make's it more expensive for items to buy.
Identity Attack0.000055455548
Insult0.00013564127
Profanity0.000018634464
Threat0.000021238433
Severe Toxicity0.0000025885317
Low Tox 0.0003046435 Economic_Argument
Apr 15, 2025 17 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.