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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: "I wonder what the people …" 65 comments · Page 3 of 3
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)
isn't it wonderful when you can't afford a car and the government doesn't put enough public transit on the road so everyone is crammed on the bus like sardines so pickpockets can get right next …
isn't it wonderful when you can't afford a car and the government doesn't put enough public transit on the road so everyone is crammed on the bus like sardines so pickpockets can get right next to you to steal from you and no way you can get a seat which is really convenient when the bus brakes in an emergency and it's especially convenient when people have health problems standing for long periods of time on top of the time they spend standing at work ... packing people on buses is a human rights violation in some places around the world ... the government in Canada is mostly irresponsible and I'm not getting any happier myself for what the government is doing to everyone
Identity Attack0.0053276913
Insult0.0573046
Profanity0.021808386
Threat0.008738215
Severe Toxicity0.0026130676
Low Tox 0.11057663 Constructive 0.654
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that came into the country during the time of Trudeau and Carney. This will lower cost of housing, right now it takes 5 people on minimum wage to afford a 1 bedroom apartment and we wonder why we have so many people living on the streets. This will open jobs lower prices on food and allow the future generation to afford a a home.
Identity Attack0.048480038
Insult0.033460364
Profanity0.013439372
Threat0.008582866
Severe Toxicity0.0030136108
Low Tox 0.104795754 Constructive 0.681
Sep 29, 2025 IRCC Names India in Study …
I wonder what the First Nations people are thinking of this video.
I wonder what the First Nations people are thinking of this video.
Identity Attack0.037136484
Insult0.020450363
Profanity0.02208166
Threat0.00948907
Severe Toxicity0.0030708313
Low Tox 0.09958932 Moderate Con 0.377
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
So where will these people end up now? Are they now being deported? Because if they start shifting to other provinces that will be a negative affect on that province. I don’t get why so …
So where will these people end up now? Are they now being deported? Because if they start shifting to other provinces that will be a negative affect on that province. I don’t get why so many people coming from India when that country is doing so well. What’s with that? I’m just wondering that’s all.
Identity Attack0.060220852
Insult0.018967867
Profanity0.014600786
Threat0.0077284453
Severe Toxicity0.0019073486
Low Tox 0.08479069 Moderate Con 0.431 Question
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Interesting I have Canadian friends who have mentioned the Indian people here. I wonder how the Natives feel about all of this the Cree & Anishinaabe folk
Interesting I have Canadian friends who have mentioned the Indian people here. I wonder how the Natives feel about all of this the Cree & Anishinaabe folk
Identity Attack0.06522302
Insult0.020837102
Profanity0.013917602
Threat0.0064144502
Severe Toxicity0.0018787384
Low Tox 0.07371122 Constructive 0.67
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation …
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation completely. There needed to be people brought in to build, plant and develop the country at that time. We are no longer in need of mass migration as we already have a developed country. I wonder how many of the liberals would change their positions if the policy was, if you want a new migrant to come into Canada you have to pay for them out of your own paycheques and if you don't want a new migrant you don't have to pay. Pretty sure, very few people would want to pay when it is put that way but we are ALL forced to pay to cover that tab.
Identity Attack0.036105253
Insult0.028171662
Profanity0.013166099
Threat0.006763986
Severe Toxicity0.0016498566
Low Tox 0.07054565 Constructive 0.734 Policy_Critique
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
i always wonder, how millions of people from the opposite of the world get into Canada, they all pass trough an aiport, is not like people from Mx, Central and Sout America entering into the …
i always wonder, how millions of people from the opposite of the world get into Canada, they all pass trough an aiport, is not like people from Mx, Central and Sout America entering into the USA border, these people get into an airport, but how?
Identity Attack0.021183543
Insult0.011844902
Profanity0.010330882
Threat0.006304411
Severe Toxicity0.0011062622
Low Tox 0.032627538 Moderate Con 0.34
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like pilot, surgeon, long shoreman. Are really hard to get. Its no wonder crime is up. If the government doesnt address the price of homes or help make it easier to become a Surgeon so that we can be able to own a home. Crime will continue to tick upwards pretty sure. 70s home in Vancouver 4 bedroom is 1.9 million unrenovated old carpet old fixtures etc on a tight lot can easily see into neighbors house since its so close.
Identity Attack0.0034962974
Insult0.017227544
Profanity0.012038844
Threat0.0071588317
Severe Toxicity0.0009965897
Low Tox 0.030506283 Constructive 0.654 Economic_Argument
Feb 25, 2026 Canadian immigration officers investigating hundreds …
With Ai on the horizon about to delete many jobs, I wonder how they expect these people to get work.
With Ai on the horizon about to delete many jobs, I wonder how they expect these people to get work.
Identity Attack0.0034962974
Insult0.010590895
Profanity0.010723713
Threat0.009023022
Severe Toxicity0.001001358
Low Tox 0.02638162 Moderate Con 0.398
Oct 4, 2025 IRCC Names India in Study …
I wonder if we could respectfully hear the perspectives of Indigenous peoples regarding their experiences since the arrival of settlers in Canada around 1763.
I wonder if we could respectfully hear the perspectives of Indigenous peoples regarding their experiences since the arrival of settlers in Canada around 1763.
Identity Attack0.01274247
Insult0.00975489
Profanity0.010006369
Threat0.0061749537
Severe Toxicity0.00079631805
Low Tox 0.021549871 Constructive 0.523 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
And people wonder why Alberta wants to leave!
And people wonder why Alberta wants to leave!
Identity Attack0.0054756827
Insult0.010590895
Profanity0.009579378
Threat0.0064468146
Severe Toxicity0.000834465
Low Tox 0.020231359 Low Con 0.298 Identity_Assertion
Feb 18, 2026 7 likes LILLEY UNLEASHED: The fall of …
People still wonder why Alberta wants out ????
People still wonder why Alberta wants out ????
Identity Attack0.0052166977
Insult0.010210892
Profanity0.010091767
Threat0.0066798385
Severe Toxicity0.000872612
Low Tox 0.019728716 Low Con 0.286 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...

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.