Skip to content
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
Active: "You're on your own now …" 1,066 comments · Page 42 of 43
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
Identity Attack0.0028673338
Insult0.0113509
Profanity0.011526455
Threat0.0063950317
Severe Toxicity0.0007581711
Low Tox 0.019603057 Low Con 0.211 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
We’re done in Canada. We’re so open minded…..you get it.
We’re done in Canada. We’re so open minded…..you get it.
Identity Attack0.0050687063
Insult0.010666896
Profanity0.010996987
Threat0.006874025
Severe Toxicity0.000872612
Low Tox 0.019603057 Low Con 0.286 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Upgrade the network infrastructure in Atlantic Canada, it's like we're living in the 1980's over here...
Upgrade the network infrastructure in Atlantic Canada, it's like we're living in the 1980's over here...
Identity Attack0.004180758
Insult0.0113509
Profanity0.00995513
Threat0.006045496
Severe Toxicity0.00071048737
Low Tox 0.019477395 Moderate Con 0.307
Jan 12, 2026 Canada’s new rules in 2026
As a Canadian thanks for this content, they're all the way up north, too.
As a Canadian thanks for this content, they're all the way up north, too.
Identity Attack0.008842488
Insult0.00983089
Profanity0.0103821205
Threat0.006602164
Severe Toxicity0.0008678436
Low Tox 0.018849092 Constructive 0.603 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
To speak truthfully they are not spending their life's savings to get here they're spending our grandparents life savings to get here!
To speak truthfully they are not spending their life's savings to get here they're spending our grandparents life savings to get here!
Identity Attack0.0051797
Insult0.009108886
Profanity0.010467518
Threat0.006162008
Severe Toxicity0.00082969666
Low Tox 0.018095128 Moderate Con 0.498 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
They are not missing they’re working at Tim Hortons,KFC,Burger King and the government knows
They are not missing they’re working at Tim Hortons,KFC,Burger King and the government knows
Identity Attack0.0026638457
Insult0.010894896
Profanity0.0117997285
Threat0.006317357
Severe Toxicity0.0008201599
Low Tox 0.017969469 Moderate Con 0.368 Unverified_Claim
Oct 20, 2025 IRCC Names India in Study …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then Switzerland would be obligated to withdraw from certain treaties involving free movement of European citizens. Perhaps It's something to consider here in Canada, capping the population at no more than 40 million. Oops. We're already past that.
Identity Attack0.006770608
Insult0.009070885
Profanity0.0108774295
Threat0.0063950317
Severe Toxicity0.0008201599
Low Tox 0.017592486 Moderate Con 0.477 Comparative_Framing
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
You know you’re in Canada when the opposition party is held to a higher standard of conduct than the actual government…
You know you’re in Canada when the opposition party is held to a higher standard of conduct than the actual government…
Identity Attack0.006622616
Insult0.010970897
Profanity0.009451281
Threat0.0059160385
Severe Toxicity0.00062942505
Low Tox 0.017592486 Low Con 0.195 Policy_Critique
Feb 26, 2026 85 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to …
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to remove them. All while homelessness population has doubled in Canada over same time period. Forget the figure heads of the parties, don't forget this when you're deciding what party to vote for
Identity Attack0.0045137387
Insult0.009545889
Profanity0.009570839
Threat0.0069646453
Severe Toxicity0.0007677078
Low Tox 0.017341165 Constructive 0.735
Dec 26, 2025 2 likes Deportations From Canada at Their …
Thank you Tyler. You're doing gods work!
Thank you Tyler. You're doing gods work!
Identity Attack0.0041067624
Insult0.009431887
Profanity0.016616182
Threat0.0067186756
Severe Toxicity0.0011348724
Low Tox 0.017341165 Moderate Con 0.475 Solidarity
Jan 28, 2026 6 likes Inside Canada's Indian Invasion...
Hey! I’ve been a long-time follower of your YouTube channel—about four years now. If you’re ever in Toronto, it’d be great to connect in person
Hey! I’ve been a long-time follower of your YouTube channel—about four years now. If you’re ever in Toronto, it’d be great to connect in person
Identity Attack0.0047357255
Insult0.008937885
Profanity0.015113175
Threat0.0074565844
Severe Toxicity0.0011348724
Low Tox 0.016964182 Constructive 0.575
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They're working security at Salvation Army Thrift Stores.
They're working security at Salvation Army Thrift Stores.
Identity Attack0.0029968263
Insult0.009013886
Profanity0.010638315
Threat0.0074048014
Severe Toxicity0.0008392334
Low Tox 0.016712861 Moderate Con 0.405
Sep 29, 2025 IRCC Names India in Study …
They're working at Tim Hortons
They're working at Tim Hortons
Identity Attack0.003903274
Insult0.00979289
Profanity0.014805742
Threat0.007327127
Severe Toxicity0.0011396408
Low Tox 0.01608456 Moderate Con 0.363 Meta_Commentary
Sep 28, 2025 1 likes IRCC Names India in Study …
Thank god you're covering this Tyler
Thank god you're covering this Tyler
Identity Attack0.0034223017
Insult0.008918885
Profanity0.015625564
Threat0.0067316215
Severe Toxicity0.0011825562
Low Tox 0.015770407 Moderate Con 0.374 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
That man and his wife are welcome. They're both working and paying taxes
That man and his wife are welcome. They're both working and paying taxes
Identity Attack0.0034777985
Insult0.008709883
Profanity0.011577694
Threat0.006265574
Severe Toxicity0.00074863434
Low Tox 0.015016444 Moderate Con 0.464
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
It should be in the millions. End the TFW programs and one way tickets home for a thank you but we're done. One time taxpayer cost not monthly.
It should be in the millions. End the TFW programs and one way tickets home for a thank you but we're done. One time taxpayer cost not monthly.
Identity Attack0.0017943961
Insult0.009564889
Profanity0.010689554
Threat0.006530962
Severe Toxicity0.0007581711
Low Tox 0.015016444 Moderate Con 0.401 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
You’re a hero Tyler, keep doing your thing
You’re a hero Tyler, keep doing your thing
Identity Attack0.003144818
Insult0.009355888
Profanity0.015044857
Threat0.007624879
Severe Toxicity0.0012302399
Low Tox 0.0143253105 Moderate Con 0.445 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you so much for the materials, it really helps A LOT! I went through it once only and scored 20/20. You’re a life saver🥹✨
Thank you so much for the materials, it really helps A LOT! I went through it once only and scored 20/20. You’re a life saver🥹✨
Identity Attack0.0042732526
Insult0.007873878
Profanity0.016069634
Threat0.008466354
Severe Toxicity0.0013923645
Low Tox 0.0143253105 Constructive 0.614 Advertisement_Spam
Jul 8, 2025 1 likes Canadian Citizenship Test 2025 – …
Glad you're highlighting the real issues man.
Glad you're highlighting the real issues man.
Identity Attack0.002192123
Insult0.009089886
Profanity0.011099464
Threat0.006653947
Severe Toxicity0.0006914139
Low Tox 0.0143253105 Moderate Con 0.469 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
So glad you're doing these types of videos talking about the state of Canada right now. Please keep doing the work that you do!!!
So glad you're doing these types of videos talking about the state of Canada right now. Please keep doing the work that you do!!!
Identity Attack0.00449524
Insult0.008386881
Profanity0.012141321
Threat0.006861079
Severe Toxicity0.0009727478
Low Tox 0.014011159 Constructive 0.598
Oct 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They’re at Tim Hortons and Burger King… Hello 👋
They’re at Tim Hortons and Burger King… Hello 👋
Identity Attack0.0024973555
Insult0.009184887
Profanity0.011253181
Threat0.006537435
Severe Toxicity0.0008249283
Low Tox 0.013948329 Moderate Con 0.39
Sep 30, 2025 IRCC Names India in Study …
If we actually want solutions, we should be talking about things like real-time tracking for overstays, linking federal/provincial systems, funding enforcement properly, and setting penalties that are predictable and enforced. Bring in experts not random …
If we actually want solutions, we should be talking about things like real-time tracking for overstays, linking federal/provincial systems, funding enforcement properly, and setting penalties that are predictable and enforced. Bring in experts not random paper pushers for “gotcha” moments. Sessions like this aren’t about fixing the system, they’re about stoking outrage. And more often than not, it ends up targeting vulnerable groups instead of creating policy that actually works.
Identity Attack0.0013596712
Insult0.009146886
Profanity0.010467518
Threat0.006641001
Severe Toxicity0.00061035156
Low Tox 0.013948329 Constructive 0.599 Policy_Critique
Oct 3, 2025 IRCC Names India in Study …
Long term consequences? We're in the middle of present consequences that have been raging for years now.
Long term consequences? We're in the middle of present consequences that have been raging for years now.
Identity Attack0.0014336669
Insult0.0076268767
Profanity0.0098868115
Threat0.006822242
Severe Toxicity0.00064373016
Low Tox 0.012817383 Moderate Con 0.331
Jan 21, 2026 2 likes Why Canada’s immigration system has …
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 …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or the housing or the medical staff or the schooling to make this possible, but they’re gonna try it anyways
Identity Attack0.00310782
Insult0.008500882
Profanity0.010211324
Threat0.0062979385
Severe Toxicity0.0006532669
Low Tox 0.01237757 Low Con 0.218
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.