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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: "A lot of this is …" 580 comments · Page 23 of 24
No MP pensions get paid unless the budget is balanced. The budget would be balanced next year and a lot of people would be gone or lose benefits.
No MP pensions get paid unless the budget is balanced. The budget would be balanced next year and a lot of people would be gone or lose benefits.
Identity Attack0.001276426
Insult0.008462882
Profanity0.009920971
Threat0.006861079
Severe Toxicity0.0005555153
Low Tox 0.0131943645 Moderate Con 0.35 Call_To_Action
Feb 26, 2026 28 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
No wonder the local college in my city keeps expanding. It seems like they have a lot of money.
No wonder the local college in my city keeps expanding. It seems like they have a lot of money.
Identity Attack0.0027193425
Insult0.00819688
Profanity0.011099464
Threat0.0062396824
Severe Toxicity0.00067710876
Low Tox 0.0131943645 Low Con 0.232 Economic_Argument
Oct 4, 2025 IRCC Names India in Study …
A lot has to do with the Canada's immigration policy and foreign policy. I came in 2010, this country has changed a lot.
A lot has to do with the Canada's immigration policy and foreign policy. I came in 2010, this country has changed a lot.
Identity Attack0.006955597
Insult0.007873878
Profanity0.009382962
Threat0.005974294
Severe Toxicity0.00056028366
Low Tox 0.012314741 Constructive 0.573 Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
LOT OF ENGINEERS & DOCTORS
LOT OF ENGINEERS & DOCTORS
Identity Attack0.003607291
Insult0.008405882
Profanity0.012312118
Threat0.006977591
Severe Toxicity0.0012683868
Low Tox 0.012063419 Low Con 0.282 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The universities are responsible also, investigate. They made a lot of money in fees.
The universities are responsible also, investigate. They made a lot of money in fees.
Identity Attack0.002090379
Insult0.00806388
Profanity0.009903891
Threat0.006058442
Severe Toxicity0.00044345856
Low Tox 0.011309455 Low Con 0.272
Oct 1, 2025 IRCC Names India in Study …
Lots of positives stated I'd like to know how they are insuring nutritional standards for that food program Hopefully they will focus on whole unprocessed foods
Lots of positives stated I'd like to know how they are insuring nutritional standards for that food program Hopefully they will focus on whole unprocessed foods
Identity Attack0.002090379
Insult0.007987879
Profanity0.010245483
Threat0.0059969495
Severe Toxicity0.0005364418
Low Tox 0.011120965 Constructive 0.574 Question
Jan 11, 2026 14 likes Canada’s new rules in 2026
Usually there's one person that owns a lot of businesses and sponsors like 30 of them to come work at gas stations, liquor stores, and corner markets.
Usually there's one person that owns a lot of businesses and sponsors like 30 of them to come work at gas stations, liquor stores, and corner markets.
Identity Attack0.0017388993
Insult0.007892879
Profanity0.010296722
Threat0.0063885585
Severe Toxicity0.0005674362
Low Tox 0.010618322 Moderate Con 0.425 Unverified_Claim
Dec 15, 2025 1 likes Why Canadians Are Turning Against …
20/20. 2025/5/1. Thanks a lot!❤
20/20. 2025/5/1. Thanks a lot!❤
Identity Attack0.0025343532
Insult0.0066293706
Profanity0.012038844
Threat0.007586042
Severe Toxicity0.0011253357
Low Tox 0.01017851 Moderate Con 0.424
May 2, 2025 13 likes Canadian Citizenship Test 2025 – …
There are lots of other country’s who love Canadians to visit? Stay away from unfriendly places.
There are lots of other country’s who love Canadians to visit? Stay away from unfriendly places.
Identity Attack0.007580089
Insult0.0012789341
Profanity0.000044876564
Threat0.00013275402
Severe Toxicity0.0000030468773
Low Tox 0.009244055 Comparative_Framing
Dec 9, 2025
Thanks a lot to all you created this test. God bless you! I got 18 out of 20! I read the book 2 times and listened to all 414 questions 3 times. My advice to …
Thanks a lot to all you created this test. God bless you! I got 18 out of 20! I read the book 2 times and listened to all 414 questions 3 times. My advice to test takers to read official Discover Canada book and watch only this video. Don’t do any other tests just this video! Good luck to everyone!
Identity Attack0.0022013725
Insult0.0066863713
Profanity0.010706633
Threat0.006686311
Severe Toxicity0.0006723404
Low Tox 0.007979449 Constructive 0.651
Dec 13, 2025 16 likes Canadian Citizenship Test 2025 – …
❤Thanks a lot!
❤Thanks a lot!
Identity Attack0.0024603575
Insult0.006705371
Profanity0.013439372
Threat0.0071588317
Severe Toxicity0.0009775162
Low Tox 0.007822373 Moderate Con 0.476
May 23, 2025 3 likes Canadian Citizenship Test 2025 – …
Thanks a lot , I just cleared the test on June 15, 2025. Most of the questions were similar , I just heard/watched this test once, did not read the discover Canada book at all, …
Thanks a lot , I just cleared the test on June 15, 2025. Most of the questions were similar , I just heard/watched this test once, did not read the discover Canada book at all, this video is sufficient. Scored 17/20.
Identity Attack0.0019978844
Insult0.0065913703
Profanity0.009613537
Threat0.0062785195
Severe Toxicity0.0005555153
Low Tox 0.0070055793 Constructive 0.634 Personal_Narrative
Jun 16, 2025 15 likes Canadian Citizenship Test 2025 – …
I wrote my citizenship test 20/20 today. While the questions in the actual test were not the same as this video, this video helped me to review and prepare with confidence. I read the discover …
I wrote my citizenship test 20/20 today. While the questions in the actual test were not the same as this video, this video helped me to review and prepare with confidence. I read the discover Canada guide cover to cover thrice and went over this quiz twice. What really helped is that this quiz refers you to the exact line and the page of the handbook which helped a lot in preparation. Good luck everyone!
Identity Attack0.0022846176
Insult0.00648687
Profanity0.010108846
Threat0.006375613
Severe Toxicity0.00057935715
Low Tox 0.006942749 Constructive 0.743 Personal_Narrative
Mar 1, 2026 1 likes Canadian Citizenship Test 2025 – …
How many imingerent Live on road? Lot of people from Syria and East Europe created problem not students and others.
How many imingerent Live on road? Lot of people from Syria and East Europe created problem not students and others.
Identity Attack0.0008920021
Insult0.002750659
Profanity0.000046377085
Threat0.000044234937
Severe Toxicity0.0000021529163
Low Tox 0.0059330203 Unverified_Claim
Apr 15, 2025 1 likes
If Mark Carney Wins this next-Election, lots of Canadians will be leaving as well. Nobody wants to live in a Socialist Country.
If Mark Carney Wins this next-Election, lots of Canadians will be leaving as well. Nobody wants to live in a Socialist Country.
Identity Attack0.0016727757
Insult0.0010171182
Profanity0.000035409765
Threat0.000111820475
Severe Toxicity0.0000029313164
Low Tox 0.0045209276
Apr 14, 2025
There is mandatory photographs and fingerprinting all over the world. If the liberals would do their job and get a handle on immigration and drug labs it would be a lot different.
There is mandatory photographs and fingerprinting all over the world. If the liberals would do their job and get a handle on immigration and drug labs it would be a lot different.
Identity Attack0.00013471128
Insult0.00049080193
Profanity0.000024154384
Threat0.00010638219
Severe Toxicity0.0000022922763
Low Tox 0.0016449208 Policy_Critique
Dec 10, 2025
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't …
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't work and profit from the money give from government about time Canada put is pants
Identity Attack0.0009662133
Insult0.0003654069
Profanity0.000018763858
Threat0.000044705364
Severe Toxicity0.000002284261
Low Tox 0.0016209123 Economic_Argument
Apr 19, 2025 1 likes
Oh! Many immigrants are going to be leaving? I'll hold the door open for them. No disrespect intended. I know there are many hard-working immigrants who have contributed a lot to our country. That being …
Oh! Many immigrants are going to be leaving? I'll hold the door open for them. No disrespect intended. I know there are many hard-working immigrants who have contributed a lot to our country. That being said, I myself am third generation, which most of the boomer era are.
Identity Attack0.001128831
Insult0.00022569054
Profanity0.000011517464
Threat0.000057447116
Severe Toxicity0.000002742919
Low Tox 0.0012150384 Identity_Assertion
Apr 16, 2025 3 likes
"Reciprocity!" my fellow Canadians, the Yanks bit the hand of kindness and friendship time to let them have a taste. Having travelled a lot in the big wide world I can honestly say "Transit Visa's" …
"Reciprocity!" my fellow Canadians, the Yanks bit the hand of kindness and friendship time to let them have a taste. Having travelled a lot in the big wide world I can honestly say "Transit Visa's" for Yanks wanting to go to Alaska, Point Roberts and the North West Angle should focus the "murican mindset wonderfully" Far too long have we give them a break.
Identity Attack0.00059858494
Insult0.0002636598
Profanity0.000045734458
Threat0.00003525252
Severe Toxicity0.0000029478283
Low Tox 0.0011098926 Comparative_Framing
Dec 8, 2025 5 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
Who cares . Don't care. No need to prepare. A lot of beautiful places in Canada for visiting.
Who cares . Don't care. No need to prepare. A lot of beautiful places in Canada for visiting.
Identity Attack0.00018898657
Insult0.00021771644
Profanity0.00001892939
Threat0.00004226966
Severe Toxicity0.000002119116
Low Tox 0.0007543399 Call_To_Action
Dec 10, 2025
No need to go there, there's lots to do and see in Canada. 🇨🇦
No need to go there, there's lots to do and see in Canada. 🇨🇦
Identity Attack0.00012058259
Insult0.00023009678
Profanity0.000027533984
Threat0.000036471163
Severe Toxicity0.0000020613531
Low Tox 0.0007051512 Solidarity
Dec 9, 2025
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the …
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the issues Canadians face.
Identity Attack0.00016129999
Insult0.00020965506
Profanity0.0000160642
Threat0.000034526518
Severe Toxicity0.0000022098052
Low Tox 0.0006739027
Apr 20, 2025 6 likes
Make it easy, don’t go. Lots to see in Canada
Make it easy, don’t go. Lots to see in Canada
Identity Attack0.00017231374
Insult0.00020387981
Profanity0.000023755887
Threat0.000051840074
Severe Toxicity0.000002303277
Low Tox 0.00065214984 Humor_Satire
Dec 11, 2025
F the USA. There are lots of other places to go. Stay in Canada with your RVs, or sell them and use the cash to travel everywhere else.
F the USA. There are lots of other places to go. Stay in Canada with your RVs, or sell them and use the cash to travel everywhere else.
Identity Attack0.0000752574
Insult0.00016063922
Profanity0.0000219224
Threat0.00004360448
Severe Toxicity0.0000022718104
Low Tox 0.00045602393
Dec 10, 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.