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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: "I am so tired of …" 153 comments · Page 6 of 7
And who caused this mess? So tired of this govenment propaganda and Canadian media a whole.
And who caused this mess? So tired of this govenment propaganda and Canadian media a whole.
Identity Attack0.033527173
Insult0.06285016
Profanity0.014532468
Threat0.006874025
Severe Toxicity0.00207901
Low Tox 0.11336674 Low Con 0.246
Dec 30, 2025 1 likes Deportations From Canada at Their …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to its own native population and country first by investing in them. The new 180 stance on immigration is proof that these super wealthy Western countries are moving forward with stricter immigration policies, a push for increased mass deportation, eliminating Visa/Green Card Holders for certain groups, going after scam related to immigration, rescinding citizenship and deporting non-native populations a lot easier. It's not just Canadians who are sick and tired of all these new people(legal and illegal) but The West in general🇺🇸
Identity Attack0.06749674
Insult0.03665562
Profanity0.015967157
Threat0.008789998
Severe Toxicity0.0032806396
Low Tox 0.112333365 Constructive 0.515 Policy_Critique
Aug 25, 2025 24 likes Why Canadians Are Turning Against …
i honor the woman who was born in CANADA, and is tired of being SILENT!!
i honor the woman who was born in CANADA, and is tired of being SILENT!!
Identity Attack0.019776696
Insult0.039737478
Profanity0.012312118
Threat0.0073918556
Severe Toxicity0.0023269653
Low Tox 0.10783285 Moderate Con 0.475
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canadian here super tired
Canadian here super tired
Identity Attack0.061130337
Insult0.029163294
Profanity0.019895468
Threat0.009307829
Severe Toxicity0.0031661987
Low Tox 0.10653123 Moderate Con 0.49 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians continue to vote for open borders political parties election after election. So no, they aren't tired of invasion.
Canadians continue to vote for open borders political parties election after election. So no, they aren't tired of invasion.
Identity Attack0.057492398
Insult0.028502205
Profanity0.012004685
Threat0.007754337
Severe Toxicity0.0024318695
Low Tox 0.10609736 Moderate Con 0.392
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Im tired of them 😪
Im tired of them 😪
Identity Attack0.0068446035
Insult0.024382202
Profanity0.03189224
Threat0.012181788
Severe Toxicity0.0032234192
Low Tox 0.09872158 Moderate Con 0.371 Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
Im sihk and tired of this
Im sihk and tired of this
Identity Attack0.023193322
Insult0.022899706
Profanity0.034146797
Threat0.013321015
Severe Toxicity0.0044441223
Low Tox 0.09785384 Moderate Con 0.361 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Its all so tiring
Its all so tiring
Identity Attack0.0046247323
Insult0.021803947
Profanity0.03389629
Threat0.0103175985
Severe Toxicity0.0028419495
Low Tox 0.09394901 Moderate Con 0.399
Jan 27, 2026 Inside Canada's Indian Invasion...
Aren’t people tired of the ( emotional based argument ) let’s present the cases of foreigners impacted by immigration law . That’s what immigration law is supposed to do it’s supposed to impact foreigners. Then …
Aren’t people tired of the ( emotional based argument ) let’s present the cases of foreigners impacted by immigration law . That’s what immigration law is supposed to do it’s supposed to impact foreigners. Then there is the let’s get people to work cheaper than Canadians do and then wonder why Canadians aren’t taking those jobs . Can Canadians just be concerned about Canadians sometimes ? A. Leftist government would not implement these laws if they were not extremely popular . Let democracy thrive without demonizing people who just want to lead their country in a different direction .
Identity Attack0.03919895
Insult0.03136692
Profanity0.014395831
Threat0.0074048014
Severe Toxicity0.0018692017
Low Tox 0.09112182 Constructive 0.73 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …
My Polish unckle lived in Toronto for 30 years. He came back to Poland lately. He was tired of this
My Polish unckle lived in Toronto for 30 years. He came back to Poland lately. He was tired of this
Identity Attack0.058856625
Insult0.020901557
Profanity0.020851927
Threat0.0077284453
Severe Toxicity0.002336502
Low Tox 0.09033044 Constructive 0.541 Personal_Narrative
Feb 10, 2026 Inside Canada's Indian Invasion...
Even Uncle Canuck is tired from woke policy.
Even Uncle Canuck is tired from woke policy.
Identity Attack0.003921773
Insult0.034782536
Profanity0.016479544
Threat0.0072882893
Severe Toxicity0.0011634827
Low Tox 0.08795626 Low Con 0.22 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
So tired of them
So tired of them
Identity Attack0.006178642
Insult0.020450363
Profanity0.025907494
Threat0.012285355
Severe Toxicity0.002632141
Low Tox 0.07845957 Moderate Con 0.329 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
I absolutely LOVE what that woman wrote and read to us. She is absolutely correct. I feel the very same way and I'm sure many Canadians do as well. I'm also tired of walking on …
I absolutely LOVE what that woman wrote and read to us. She is absolutely correct. I feel the very same way and I'm sure many Canadians do as well. I'm also tired of walking on eggshells while watching everything I love disappear to make way for an entirely different culture, especially one that is completely incompatible with the Canadian values and freedoms I grew up with.
Identity Attack0.04203484
Insult0.025800243
Profanity0.019212283
Threat0.0063885585
Severe Toxicity0.0020313263
Low Tox 0.07450261 Constructive 0.793
Aug 25, 2025 91 likes Why Canadians Are Turning Against …
Canadian here. I'm tired of this, and reasoning with my older family is difficult. They either deny it or deflect to Trump.
Canadian here. I'm tired of this, and reasoning with my older family is difficult. They either deny it or deflect to Trump.
Identity Attack0.019776696
Insult0.027218282
Profanity0.011475217
Threat0.0069387536
Severe Toxicity0.0012207031
Low Tox 0.07291982 Constructive 0.581 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
We are tired as a Canadian
We are tired as a Canadian
Identity Attack0.0440973
Insult0.019161236
Profanity0.02030538
Threat0.009204263
Severe Toxicity0.0024223328
Low Tox 0.06817148 Moderate Con 0.451 Personal_Narrative
Feb 14, 2026 Canada's tighter immigration policy divides …
Why oh why oh why do all these witnesses come before the committee…UNPREPARED?????? This is so tiring.
Why oh why oh why do all these witnesses come before the committee…UNPREPARED?????? This is so tiring.
Identity Attack0.0022661188
Insult0.024124376
Profanity0.012585391
Threat0.007521313
Severe Toxicity0.0014305115
Low Tox 0.05898502 Low Con 0.222 Meta_Commentary
Sep 28, 2025 IRCC Names India in Study …
Well I'm tired that I'm told I have privilege when I have family buried in Holland that politicians pretend to honor for a few minutes one day a year and then go and look for …
Well I'm tired that I'm told I have privilege when I have family buried in Holland that politicians pretend to honor for a few minutes one day a year and then go and look for another freedom to take. And that doesn't take into account those who served and those who spent time in prisoner of war camp. Thankyou sir for valuing and embracing your new country.
Identity Attack0.016360072
Insult0.022770792
Profanity0.011219022
Threat0.0071199946
Severe Toxicity0.0014209747
Low Tox 0.054531995 Constructive 0.791
Aug 25, 2025 19 likes Why Canadians Are Turning Against …
I wanna be friends with the Bike guy because I feel him! We’re all tired!
I wanna be friends with the Bike guy because I feel him! We’re all tired!
Identity Attack0.006696612
Insult0.017549826
Profanity0.025770858
Threat0.009722093
Severe Toxicity0.0023078918
Low Tox 0.05255287 Constructive 0.526 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Are you tired of them yet?
Are you tired of them yet?
Identity Attack0.0040142676
Insult0.016860934
Profanity0.01846078
Threat0.011146127
Severe Toxicity0.0017929077
Low Tox 0.050821137 Moderate Con 0.301 Fear_Threat
Feb 20, 2026 Canadian immigration officers investigating hundreds …
There not missing there working at Walmart, Canadian tire, Tim Hortons and all pizza joints lol
There not missing there working at Walmart, Canadian tire, Tim Hortons and all pizza joints lol
Identity Attack0.008028535
Insult0.021481665
Profanity0.014327513
Threat0.0062008454
Severe Toxicity0.001449585
Low Tox 0.045625936 Moderate Con 0.354
Sep 29, 2025 IRCC Names India in Study …
As a Canadian I can confirm we are all tired of this.
As a Canadian I can confirm we are all tired of this.
Identity Attack0.010137413
Insult0.015036922
Profanity0.012277958
Threat0.007301235
Severe Toxicity0.0011825562
Low Tox 0.03639866 Constructive 0.516 Identity_Assertion
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for creating this video. It expressed how I feel. The lady explained it best. We're all just tired .
Thank you for creating this video. It expressed how I feel. The lady explained it best. We're all just tired .
Identity Attack0.008176526
Insult0.012186904
Profanity0.024814399
Threat0.011689849
Severe Toxicity0.00289917
Low Tox 0.034513097 Constructive 0.645
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The problem is these corporations wants huge profits by hiring cheap labor. Its not that there isn't domestic labour ready to work at a tire shop its what they are offering for it.
The problem is these corporations wants huge profits by hiring cheap labor. Its not that there isn't domestic labour ready to work at a tire shop its what they are offering for it.
Identity Attack0.0043102503
Insult0.01890341
Profanity0.011714331
Threat0.006051969
Severe Toxicity0.00084877014
Low Tox 0.034277402 Moderate Con 0.345 Economic_Argument
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
I am a skilled immigrant, an auditor by profession for 16 years. I climbed up the ladder from a junior auditor to department head before I left for Canada late last year. I've submitted hundreds …
I am a skilled immigrant, an auditor by profession for 16 years. I climbed up the ladder from a junior auditor to department head before I left for Canada late last year. I've submitted hundreds of job applications to date and I only got a response. I have no choice but to take that job in fastfood restaurant just to make a living. Don't worry, if I still don't get a job aligned to my profession in few months, I will leave. I'm tired..
Identity Attack0.009027477
Insult0.0113509
Profanity0.01174849
Threat0.006861079
Severe Toxicity0.00094890594
Low Tox 0.026499467 Constructive 0.758 Personal_Narrative
Jul 1, 2025 3 likes How Canada broke its immigration …
How about paying your workers a living wage? I refuse to believe you can't find people to change tires.
How about paying your workers a living wage? I refuse to believe you can't find people to change tires.
Identity Attack0.00207188
Insult0.013516913
Profanity0.010091767
Threat0.006246155
Severe Toxicity0.0006246567
Low Tox 0.026145924 Moderate Con 0.373 Economic_Argument
Feb 11, 2026 47 likes Canada's tighter immigration policy divides …

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.