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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: "Oh Canada, how you have …" 59 comments · Page 3 of 3
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, …
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, proper culture, or good education—it makes everything so much harder for them when they arrive in a new country too.I also want to talk about jobs in Canada, bruh. All the industries seem dominated by specific ethnic groups that have basically taken them over. For example, in construction, you mostly see Spanish or Portuguese crews who only speak their own language on the job. And Indians—they've pretty much taken over all the Walmarts and fast-food chains in Canada.They should've kept Canada truly multicultural instead of letting it turn into this. And don't even get me started on the nepotism in the job market lol. You cant even make a gues how hard was for me to find a roofing company that speaks english in their crews lol.
Identity Attack0.06294931
Insult0.045593183
Profanity0.035399333
Threat0.007754337
Severe Toxicity0.0038719177
Low Tox 0.121732734 Constructive 0.756
Jan 27, 2026 Inside Canada's Indian Invasion...
Inside Canada's European Invasion - oh wait - colonialism.
Inside Canada's European Invasion - oh wait - colonialism.
Identity Attack0.07673789
Insult0.033239998
Profanity0.013234417
Threat0.006977591
Severe Toxicity0.0033569336
Low Tox 0.11479026 Low Con 0.171 Humor_Satire
Feb 23, 2026 Inside Canada's Indian Invasion...
I wonder what these people think of Canadian men enjoying the beach in just shorts. Oh the humanity!!! Yep. Canada has changed. No longer can people do what they do. IN CANADA!
I wonder what these people think of Canadian men enjoying the beach in just shorts. Oh the humanity!!! Yep. Canada has changed. No longer can people do what they do. IN CANADA!
Identity Attack0.07921951
Insult0.033239998
Profanity0.012277958
Threat0.007145886
Severe Toxicity0.0032234192
Low Tox 0.11305673 Moderate Con 0.327
Dec 31, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
All the words are there but nuthin is being done. Oh Canada, no ody stands on guard for thee.
All the words are there but nuthin is being done. Oh Canada, no ody stands on guard for thee.
Identity Attack0.012240025
Insult0.03257891
Profanity0.014395831
Threat0.008259222
Severe Toxicity0.00207901
Low Tox 0.085582085 Moderate Con 0.317
Dec 22, 2025 IRCC Names India in Study …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
Update!!!! Dude on the bike was arrested and charged for being honest. Oh canada 🍁
Update!!!! Dude on the bike was arrested and charged for being honest. Oh canada 🍁
Identity Attack0.015254694
Insult0.025929155
Profanity0.011014067
Threat0.009204263
Severe Toxicity0.0020313263
Low Tox 0.063423134 Moderate Con 0.402 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
DIVERSITY not at the cost of Canadians and Canadian Culture..Oh I love Canada..
DIVERSITY not at the cost of Canadians and Canadian Culture..Oh I love Canada..
Identity Attack0.036105253
Insult0.015644927
Profanity0.010228404
Threat0.0065244893
Severe Toxicity0.0017738342
Low Tox 0.05378982 Moderate Con 0.488 Identity_Assertion
Oct 26, 2025 1 likes Why Canadians Are Turning Against …
Oh well, Canada is full!
Oh well, Canada is full!
Identity Attack0.0233943
Insult0.018129934
Profanity0.014156717
Threat0.0072235605
Severe Toxicity0.0022125244
Low Tox 0.053295042 Low Con 0.298
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Oh Great, now they will all move to other Provinces to get to stay in Canada,
Oh Great, now they will all move to other Provinces to get to stay in Canada,
Identity Attack0.013847848
Insult0.012946909
Profanity0.010518758
Threat0.006530962
Severe Toxicity0.0012493134
Low Tox 0.030506283 Low Con 0.238
Nov 25, 2025 1 likes Quebec Ends Economic Immigration Program …

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.