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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Well once you get this …" 136 comments · Page 6 of 6
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. …
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. Taking the money and running out of Canada with it.
Identity Attack0.0068446035
Insult0.018581128
Profanity0.010962827
Threat0.0065050707
Severe Toxicity0.0009584427
Low Tox 0.036162965 Constructive 0.539 Economic_Argument
Oct 11, 2025 IRCC Names India in Study …
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
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster …
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster this has impacted the majority of canadiens in a negative regard.
Identity Attack0.009693438
Insult0.014732921
Profanity0.009357343
Threat0.006576272
Severe Toxicity0.00084400177
Low Tox 0.030977672 Constructive 0.631 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Its getting like this in Australia as well !!!
Its getting like this in Australia as well !!!
Identity Attack0.013043936
Insult0.010970897
Profanity0.015283971
Threat0.008013252
Severe Toxicity0.0017356873
Low Tox 0.030741978 Moderate Con 0.36 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Identity Attack0.0049577127
Insult0.014884921
Profanity0.010228404
Threat0.0058157085
Severe Toxicity0.0006532669
Low Tox 0.024731753 Constructive 0.626 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler I appreciate your on the ground journalism. I know rage baiting gets the views etc.. in these times, it would be nice for you to release a video relating to unity and love though. …
Tyler I appreciate your on the ground journalism. I know rage baiting gets the views etc.. in these times, it would be nice for you to release a video relating to unity and love though. With your audience I think it could be very impactful. You have a voice you can use for good as well. Just a thought ❤
Identity Attack0.0043657473
Insult0.011578901
Profanity0.015659723
Threat0.0074824756
Severe Toxicity0.0010585785
Low Tox 0.02249265 Constructive 0.789 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If we practice these questions, Our test , will go well ,and we will get 2o out of 20 marks
If we practice these questions, Our test , will go well ,and we will get 2o out of 20 marks
Identity Attack0.00466173
Insult0.00817788
Profanity0.015079016
Threat0.008556974
Severe Toxicity0.001373291
Low Tox 0.017718147 Moderate Con 0.402
Sep 24, 2025 3 likes Canadian Citizenship Test 2025 – …
Well once you get this all figured out let us know, that way we can start using the local drive thru's, might finally be able to understand the person on the other side of the …
Well once you get this all figured out let us know, that way we can start using the local drive thru's, might finally be able to understand the person on the other side of the speaker!!!!
Identity Attack0.0019146391
Insult0.009279887
Profanity0.011423977
Threat0.0068416605
Severe Toxicity0.00079631805
Low Tox 0.01608456 Constructive 0.608 Humor_Satire
Dec 24, 2025 2 likes Deportations From Canada at Their …
The government knows where these people are.Their are not trying very hard to find them.Hire more of the people who find these people to get the job done faster.This would be money well spent.
The government knows where these people are.Their are not trying very hard to find them.Hire more of the people who find these people to get the job done faster.This would be money well spent.
Identity Attack0.0027008436
Insult0.008614883
Profanity0.0098868115
Threat0.006874025
Severe Toxicity0.0006389618
Low Tox 0.014513801 Moderate Con 0.444
Dec 11, 2025 IRCC Names India in Study …
Maybe Canada should close the alcan high way......or start charging a per pound tax for road maintenance.....and getting American travelers to give fingerprints and pictures as well.
Maybe Canada should close the alcan high way......or start charging a per pound tax for road maintenance.....and getting American travelers to give fingerprints and pictures as well.
Identity Attack0.00010464162
Insult0.0001670604
Profanity0.000019285786
Threat0.00003001635
Severe Toxicity0.000002430602
Low Tox 0.00045477043 Humor_Satire
Dec 9, 2025

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.