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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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Search comment text, filter by category or toxicity level
Active: "I have had enough! I …" 479 comments · Page 19 of 20
Not high enough.
Not high enough.
Identity Attack0.0021181274
Insult0.010172892
Profanity0.012141321
Threat0.007094103
Severe Toxicity0.00094890594
Low Tox 0.019728716 Low Con 0.293
Dec 26, 2025 1 likes Deportations From Canada at Their …
Thank you so much to the person who made this video! I just took my test today and passed on my first attemp, I got 19 out of 20. I’ve watched this video 6 times …
Thank you so much to the person who made this video! I just took my test today and passed on my first attemp, I got 19 out of 20. I’ve watched this video 6 times and never read the book. This video is good enough to help me with the test.
Identity Attack0.0058086636
Insult0.008994885
Profanity0.019280603
Threat0.009359611
Severe Toxicity0.0017261505
Low Tox 0.019100413 Constructive 0.643
Jul 22, 2025 38 likes Canadian Citizenship Test 2025 – …
Still not enough.
Still not enough.
Identity Attack0.0022568693
Insult0.009393888
Profanity0.01220964
Threat0.007547205
Severe Toxicity0.0011348724
Low Tox 0.018974753 Moderate Con 0.356
Dec 31, 2025 1 likes Deportations From Canada at Their …
Not enough - make it zero for the next decade so Canada can recover then if needed no more ten thousand per yr
Not enough - make it zero for the next decade so Canada can recover then if needed no more ten thousand per yr
Identity Attack0.003089321
Insult0.010134893
Profanity0.009434202
Threat0.00704232
Severe Toxicity0.00086307526
Low Tox 0.018723432 Low Con 0.22
Jan 3, 2026 36 likes New rules, regulations take effect …
Not doing enough…
Not doing enough…
Identity Attack0.0017019014
Insult0.009355888
Profanity0.011099464
Threat0.007249452
Severe Toxicity0.00096797943
Low Tox 0.01847211 Moderate Con 0.363
Jan 3, 2026 51 likes New rules, regulations take effect …
What's the problem? Not enough housing? Raise taxes. Not enough jobs. Raise taxes. Food too expensive? Raise taxes. This isn't rocket science.
What's the problem? Not enough housing? Raise taxes. Not enough jobs. Raise taxes. Food too expensive? Raise taxes. This isn't rocket science.
Identity Attack0.001294925
Insult0.011046898
Profanity0.010313802
Threat0.005906329
Severe Toxicity0.0006532669
Low Tox 0.017969469 Low Con 0.297 Humor_Satire
Nov 22, 2025 5 likes Quebec Ends Economic Immigration Program …
What about students who used to come with real studying intentions? What about real good schools, with solid programs? Canada has lost its reputation completely as a destination for international students. It is the last …
What about students who used to come with real studying intentions? What about real good schools, with solid programs? Canada has lost its reputation completely as a destination for international students. It is the last among developed countries, and now domestic programs are closing down because of not enough financing. Domestic tuition fees rise.
Identity Attack0.005956655
Insult0.010210892
Profanity0.0093915025
Threat0.005906329
Severe Toxicity0.00064373016
Low Tox 0.017215505 Moderate Con 0.403 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
are these questions enough to pass the exam?
are these questions enough to pass the exam?
Identity Attack0.003089321
Insult0.007854878
Profanity0.012926984
Threat0.007832011
Severe Toxicity0.0009536743
Low Tox 0.016964182 Low Con 0.28
Aug 24, 2025 1 likes Canadian Citizenship Test 2025 – …
NOT ENOUGH.
NOT ENOUGH.
Identity Attack0.0018591423
Insult0.008633883
Profanity0.011492296
Threat0.006815769
Severe Toxicity0.0009536743
Low Tox 0.016021729 Low Con 0.246
Dec 30, 2025 Deportations From Canada at Their …
About time and not enough.
About time and not enough.
Identity Attack0.0018683918
Insult0.008405882
Profanity0.011458136
Threat0.00756015
Severe Toxicity0.0009727478
Low Tox 0.015330595 Low Con 0.287
Dec 23, 2025 115 likes Deportations From Canada at Their …
Those aren't slashed numbers. Very minor adjustments....thise cuts arent big enough by far.
Those aren't slashed numbers. Very minor adjustments....thise cuts arent big enough by far.
Identity Attack0.0016279058
Insult0.008424882
Profanity0.01127026
Threat0.0072753434
Severe Toxicity0.0007200241
Low Tox 0.014513801 Low Con 0.215 Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
Enough.
Enough.
Identity Attack0.0018406434
Insult0.00806388
Profanity0.012175481
Threat0.0071199946
Severe Toxicity0.0010108948
Low Tox 0.014450971 Moderate Con 0.433
Aug 26, 2025 Why Canadians Are Turning Against …
Not enough. We can do more.
Not enough. We can do more.
Identity Attack0.0022753682
Insult0.00808288
Profanity0.01173141
Threat0.0074306927
Severe Toxicity0.0009250641
Low Tox 0.014450971 Moderate Con 0.327
Dec 23, 2025 13 likes Deportations From Canada at Their …
All student working under agency provide them cash working 50 hours in week .no track where is money coming from in their bank. Canada is best place when student apply for student visa. They show …
All student working under agency provide them cash working 50 hours in week .no track where is money coming from in their bank. Canada is best place when student apply for student visa. They show we have more then enough funds to survive. And then all student working 20 hours or more. What is this
Identity Attack0.0040142676
Insult0.009317887
Profanity0.009716015
Threat0.0057056695
Severe Toxicity0.0005078316
Low Tox 0.013948329 Constructive 0.615
Oct 13, 2025 IRCC Names India in Study …
There is not enough housing for any more people. We need to house the unhoused, we already have. We could adjust better. Government housing is required.
There is not enough housing for any more people. We need to house the unhoused, we already have. We could adjust better. Government housing is required.
Identity Attack0.002552852
Insult0.0072278744
Profanity0.00904991
Threat0.0063626673
Severe Toxicity0.00057697296
Low Tox 0.010429831 Moderate Con 0.47
Aug 25, 2025 Why Canadians Are Turning Against …
400 a week isn't anywhere close enough. Should be 10x that.
400 a week isn't anywhere close enough. Should be 10x that.
Identity Attack0.0018036455
Insult0.006952373
Profanity0.011526455
Threat0.0071199946
Severe Toxicity0.0007677078
Low Tox 0.0103670005 Low Con 0.247 Economic_Argument
Dec 25, 2025 1 likes Deportations From Canada at Their …
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years …
That’s now seems formality What happened last four five years Where these types of committees Know they accessing what happened with students where they go Making enough money colleges related from students from many years Know you asking questions for last four years
Identity Attack0.0017111509
Insult0.007778878
Profanity0.009579378
Threat0.005877201
Severe Toxicity0.00044345856
Low Tox 0.01005285 Low Con 0.275
Sep 28, 2025 2 likes IRCC Names India in Study …
Many many thanks to the creator of this video. I thought taking the Toronto reference library classes and just reading the book was enough. But I learnt so much so quickly from watching this video …
Many many thanks to the creator of this video. I thought taking the Toronto reference library classes and just reading the book was enough. But I learnt so much so quickly from watching this video 3-5 times. Passed the test - 20/20 in one go, i knew more than I thought I did. Whoever made this has all my gratitude.
Identity Attack0.0023031165
Insult0.007360875
Profanity0.011014067
Threat0.0066668927
Severe Toxicity0.0006866455
Low Tox 0.008733413 Constructive 0.705 Meta_Commentary
Jan 16, 2026 4 likes Canadian Citizenship Test 2025 – …
Canada needs immigrants s the population is not producing enough. The Immagration rules must be changed to encourage those that can make real contributions to the economy. 👌🇨🇦
Canada needs immigrants s the population is not producing enough. The Immagration rules must be changed to encourage those that can make real contributions to the economy. 👌🇨🇦
Identity Attack0.0038140067
Insult0.0006560435
Profanity0.000019717874
Threat0.00007472064
Severe Toxicity0.0000026385894
Low Tox 0.0039829398 Economic_Argument
Apr 15, 2025 7 likes
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be …
Maybe with a new, and NOT Liberal, government, family breadwinners can earn enough so that Canadians can affort to have the children that will make it not so necessary to import workers. It wouldn't be so bad if immigrants (not all - I know) didn't bring all their frustrations and anger from their home with them into our society. Currently immigration causes way too much friction and divisivness in Canada. They bring their problems with them They need to solve those issues in their home countries. We don't need those problems to be faught here in our peaceful country.
Identity Attack0.00075307256
Insult0.0003533653
Profanity0.000024432342
Threat0.000047496353
Severe Toxicity0.0000027140154
Low Tox 0.0014553746 Policy_Critique
Apr 14, 2025
Who cares? There's not enough Clydesdale horses in the world that could pull me over the border.🇨🇦 🖕Donnie
Who cares? There's not enough Clydesdale horses in the world that could pull me over the border.🇨🇦 🖕Donnie
Identity Attack0.000098772616
Insult0.00027792813
Profanity0.00003744795
Threat0.00013025607
Severe Toxicity0.0000027030273
Low Tox 0.0009716136 Humor_Satire
Dec 10, 2025
Is the NEW Immigrants ( Refugees Claimants, asylum seekers, foreign workers and foreign students abusing of the GOB. Benefits and liying with the legal documents. And taking away are JOBS.😡 We don't need MORE New …
Is the NEW Immigrants ( Refugees Claimants, asylum seekers, foreign workers and foreign students abusing of the GOB. Benefits and liying with the legal documents. And taking away are JOBS.😡 We don't need MORE New Immigrants We are enough with are CANADIENSE citizens🇨🇦.
Identity Attack0.0005027372
Insult0.00024303119
Profanity0.000014654734
Threat0.000031428724
Severe Toxicity0.0000022643567
Low Tox 0.000949252 Unverified_Claim
Apr 16, 2025 1 likes
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
We're just not going to the states anymore. Why isn't biometric facial analysis enough? There's zero need for fingerprinting.
We're just not going to the states anymore. Why isn't biometric facial analysis enough? There's zero need for fingerprinting.
Identity Attack0.00007271947
Insult0.00019462024
Profanity0.000017252241
Threat0.00002653241
Severe Toxicity0.0000020799212
Low Tox 0.0005007371
Dec 8, 2025 2 likes
Enough I’m over weekly. No issue
Enough I’m over weekly. No issue
Identity Attack0.000050467923
Insult0.0001550242
Profanity0.00003741493
Threat0.000036003883
Severe Toxicity0.000002501936
Low Tox 0.0004285815
Dec 8, 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.