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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

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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: "That one guy with the …" 144 comments · Page 6 of 6
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that theres an "immigration" problem, the refusal to adapt and assimilate feels like a slap in the face especially when the same few will talk I'll of the same system they benefit from. HOWEVER I don't think it's good to lump all of these problems together and dump collective blame on immigrants. For 1, all this immigration and policies have happened under a liberal government and y'all voted then in, AGAIN. - clearly you're not THAT desperate for change. 2nd. Are the ones saying they can't find work willing to work in trades? General laborers making $25-$30+++ No experience required. Tradespeople are glad to teach people willing to work hard and learn.. What about warehouse work? Apply to your 5 closest warehouses, I guarantee youll get in 1.. ALSO the government IS willing to help Canadians get little certifications like forklift, smartserve, CPR.. Career colleges can help with training (e.g - computer) as well as soft skills. So yeah, I wonder if it's people being just as picky as they were when Canada wasn't in the economical shitter it is in rn? Maybe Im far luckier or fortunate than most? Maybe expectations are too high? Maybe some stubbornly refuse assistance they are entitled to? Im not sure, but I do sympathize/empathize with you guys, I hope you all can "get through". I pray we can find solutions to this insane cost of living / broken housing market / price gouging / tiny group of business owners having a complete market control and a monopoly on everything thing we need to survive - without competition, limitations or government regulation🫩. Stay strong Canada! 💙Don't let the hate consume you!❤️ 🇨🇦We will overcome🇨🇦
Identity Attack0.09410924
Insult0.04383647
Profanity0.04867618
Threat0.009799767
Severe Toxicity0.004501343
Low Tox 0.11429678 Constructive 0.869 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I know a lot of asylum seekers & rejected ones who are legally working. This guy will try anything just to get elected. Sad
I know a lot of asylum seekers & rejected ones who are legally working. This guy will try anything just to get elected. Sad
Identity Attack0.01555616
Insult0.061626412
Profanity0.011560614
Threat0.0067316215
Severe Toxicity0.0014686584
Low Tox 0.113263406 Constructive 0.536 Personal_Narrative
Feb 28, 2026 1 likes 'We do know that there's …
The one guy talking about IQ😂
The one guy talking about IQ😂
Identity Attack0.008583503
Insult0.03423163
Profanity0.041661996
Threat0.0074824756
Severe Toxicity0.003490448
Low Tox 0.10913446 Low Con 0.22
Jan 27, 2026 Inside Canada's Indian Invasion...
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Identity Attack0.020781586
Insult0.035443626
Profanity0.016821137
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.09033044 Constructive 0.712 Comparative_Framing
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
5:00 this guy is a realist if I ever seen one 😂
5:00 this guy is a realist if I ever seen one 😂
Identity Attack0.011025362
Insult0.022964163
Profanity0.03489832
Threat0.010058682
Severe Toxicity0.0039100647
Low Tox 0.08637348 Low Con 0.266
Jan 27, 2026 58 likes Inside Canada's Indian Invasion...
Haha one guy said i used to work they dont work then said they work for cash
Haha one guy said i used to work they dont work then said they work for cash
Identity Attack0.008509507
Insult0.022255141
Profanity0.04216301
Threat0.007314181
Severe Toxicity0.0025749207
Low Tox 0.085582085 Moderate Con 0.369 Humor_Satire
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
That one guy with the bike was hilarious 😂
That one guy with the bike was hilarious 😂
Identity Attack0.007880543
Insult0.028171662
Profanity0.027273865
Threat0.008815889
Severe Toxicity0.0033569336
Low Tox 0.08479069 Moderate Con 0.365 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe …
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe bill to keeo these immigrants/ refugees in rather nice 3/4 Hotles for the last few years . I’m a farmer who lives in the county but the closest city to where I live is Windsor and for the last 4 ish year the Government was hosting them in Five Hotel's across the city . It got to the point where it was cheaper for the government to BUY the hotels then rent all the rooms , so that’s what they did … No I’m all for helping people but that is kinda pushing it don’t you think ? There are no jobs for them , no homes for them , etc . We have been in a trade war for the last 2 years with the two largest economies in the world and we need to focus our economic power on thous conflicts at the moment and if the world like it or not fighting that is out top priority and everything else comes second .Even with out that fact Our former government overloaded what our ability’s where capable of handling . We have a pretty advanced social care network but these new folks who have never payed a dime into it and are living off of it for years with the government having no real plan on how to deal with it is just to much , with our with out the economic conflict we are currently in . The facts are the facts and we live in reality, anyways you guys all have a good one , cheers .
Identity Attack0.031206898
Insult0.030926194
Profanity0.019348921
Threat0.006977591
Severe Toxicity0.0024318695
Low Tox 0.08479069 Constructive 0.816 Policy_Critique
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
5:20 this guy is a real one
5:20 this guy is a real one
Identity Attack0.010655383
Insult0.023479814
Profanity0.03189224
Threat0.010343489
Severe Toxicity0.0035476685
Low Tox 0.06896287 Low Con 0.278 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Identity Attack0.011839314
Insult0.028832749
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.001707077
Low Tox 0.058737632 Constructive 0.793 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
One of these guys up there is a prince my uncle is trying to help get back to India, soon as he does he's going to give him a lot of money
One of these guys up there is a prince my uncle is trying to help get back to India, soon as he does he's going to give him a lot of money
Identity Attack0.03223813
Insult0.017163089
Profanity0.025770858
Threat0.010162249
Severe Toxicity0.0028038025
Low Tox 0.05651112 Moderate Con 0.475
Jan 27, 2026 Inside Canada's Indian Invasion...
Hopefully the guy on the bike has a secure job one that isn't woke. 😂
Hopefully the guy on the bike has a secure job one that isn't woke. 😂
Identity Attack0.00258985
Insult0.021997316
Profanity0.017162729
Threat0.008375733
Severe Toxicity0.0015735626
Low Tox 0.054531995 Low Con 0.197 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
The guy on the bike was paid by This Tyler(The one making the video) to say all that. If you know you know.
The guy on the bike was paid by This Tyler(The one making the video) to say all that. If you know you know.
Identity Attack0.003884775
Insult0.017292
Profanity0.015488927
Threat0.008194493
Severe Toxicity0.0015258789
Low Tox 0.045625936 Low Con 0.213 Unverified_Claim
Feb 26, 2026 Inside Canada's Indian Invasion...
Guy on the bike was a real one, good on him 😂
Guy on the bike was a real one, good on him 😂
Identity Attack0.0035702933
Insult0.017227544
Profanity0.020100424
Threat0.010369381
Severe Toxicity0.0022888184
Low Tox 0.042657252 Moderate Con 0.434 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on his bike talk like he just have one week to live.
The guy on his bike talk like he just have one week to live.
Identity Attack0.0039772694
Insult0.018129934
Profanity0.013780965
Threat0.008466354
Severe Toxicity0.0014305115
Low Tox 0.04240986 Low Con 0.255 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Hi vis guy is a real one
Hi vis guy is a real one
Identity Attack0.0074365693
Insult0.020256994
Profanity0.024541125
Threat0.008414571
Severe Toxicity0.0022506714
Low Tox 0.040925518 Moderate Con 0.345 Meta_Commentary
Feb 7, 2026 Inside Canada's Indian Invasion...
10:26 this guy is one of the good ones. Paid his dues, studied hard, working as a nurse in a time where they are incredibly needed. Kudos brother.
10:26 this guy is one of the good ones. Paid his dues, studied hard, working as a nurse in a time where they are incredibly needed. Kudos brother.
Identity Attack0.0054756827
Insult0.009545889
Profanity0.017436003
Threat0.008867673
Severe Toxicity0.0016403198
Low Tox 0.019980038 Constructive 0.726
Oct 12, 2025 105 likes Inside Canada's Indian Metropolis (Brampton)
You found the one based guy in all of Canada. Legend
You found the one based guy in all of Canada. Legend
Identity Attack0.005919657
Insult0.011236899
Profanity0.009442741
Threat0.006304411
Severe Toxicity0.0007200241
Low Tox 0.01859777 Moderate Con 0.384 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Pay no taxes? That guys is probably the one not paying taxes. Everything you purchase is taxed. If you have a business, it is taxed.
Pay no taxes? That guys is probably the one not paying taxes. Everything you purchase is taxed. If you have a business, it is taxed.
Identity Attack0.0014521659
Insult0.010134893
Profanity0.009835573
Threat0.0058221817
Severe Toxicity0.00048398972
Low Tox 0.014011159 Low Con 0.245 Policy_Critique
Dec 1, 2025 Inside Canada's Indian Metropolis (Brampton)

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.