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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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Search comment text, filter by category or toxicity level
Active: "It was better before they …" 672 comments · Page 24 of 27
Thanks. I learned something today. I just hope they call out bad behavior within their own communities for the betterment of all Canadians. That includes paying your taxes and hiring outsiders etc.
Thanks. I learned something today. I just hope they call out bad behavior within their own communities for the betterment of all Canadians. That includes paying your taxes and hiring outsiders etc.
Identity Attack0.023193322
Insult0.021675033
Profanity0.009750174
Threat0.0067834044
Severe Toxicity0.0012016296
Low Tox 0.051810697 Constructive 0.672
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This worldwide invasion will stop when laws change. Uk is having the Denmark immigration policy i hope this works if not we will improve it. And our law will get better. Things are about to …
This worldwide invasion will stop when laws change. Uk is having the Denmark immigration policy i hope this works if not we will improve it. And our law will get better. Things are about to change in the uk. It takes time though.
Identity Attack0.031464707
Insult0.013858915
Profanity0.015659723
Threat0.008013252
Severe Toxicity0.0019931793
Low Tox 0.051563308 Constructive 0.644 Fear_Threat
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
I judge others by their actions, not their colour. SO ACT BETTER!!!
I judge others by their actions, not their colour. SO ACT BETTER!!!
Identity Attack0.019173764
Insult0.014428918
Profanity0.013200258
Threat0.0076766624
Severe Toxicity0.001745224
Low Tox 0.05131592 Moderate Con 0.343 Moral_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Cable’s overrated and too expensive a laptop and an Internet connection is much better
Cable’s overrated and too expensive a laptop and an Internet connection is much better
Identity Attack0.0043657473
Insult0.023995465
Profanity0.014669105
Threat0.006110225
Severe Toxicity0.0011539459
Low Tox 0.051068526 Low Con 0.26
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Identity Attack0.041003603
Insult0.01465692
Profanity0.020100424
Threat0.008000307
Severe Toxicity0.0018978119
Low Tox 0.04834723 Constructive 0.532 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Its not tight enough but nice spin. Even better if France wants to talk about us why don't they just go there.
Its not tight enough but nice spin. Even better if France wants to talk about us why don't they just go there.
Identity Attack0.012441003
Insult0.017356457
Profanity0.02023706
Threat0.009023022
Severe Toxicity0.001707077
Low Tox 0.04686289 Low Con 0.271 Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
I get what people are saying in regards to the more recent influx BUT for everyone talking about deportation……..you DO REALIZE THAT all of us who aren’t Native ARE immigrants & at some point we …
I get what people are saying in regards to the more recent influx BUT for everyone talking about deportation……..you DO REALIZE THAT all of us who aren’t Native ARE immigrants & at some point we or our ancestors did this to the Native people. Just think about it & again I get WHY people feel that way but we ALL essentially took Canada from the Native people so we ALL as a country NEED to do better!!!! 👍🙂
Identity Attack0.025806036
Insult0.01617693
Profanity0.010706633
Threat0.006317357
Severe Toxicity0.0014972687
Low Tox 0.046368107 Constructive 0.722 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move …
Here's the whole problem/situation summarized: Canada has been getting treated like it's a vacation resort rather than a country. And yeah, it doesn't entirely matter who exactly is treating it this way. Those who move to and those that live in have been doing this. Which is unfortunate, it's supposed to be far better than this but peace has made people delusional in a way and started to treat Canada like a resort for their early retirement. While trying to act like they AREN'T retirees.
Identity Attack0.013445892
Insult0.022964163
Profanity0.012482914
Threat0.006051969
Severe Toxicity0.0012874603
Low Tox 0.046368107 Constructive 0.683 Policy_Critique
Sep 8, 2025 Why Canadians Are Turning Against …
Misusing of freedom. Virus does not have medicines. So better to have a preventive vacination.
Misusing of freedom. Virus does not have medicines. So better to have a preventive vacination.
Identity Attack0.0029228306
Insult0.017012933
Profanity0.012482914
Threat0.007935578
Severe Toxicity0.0014781952
Low Tox 0.045873325 Low Con 0.288 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
HEY NEIGHBORS Y'ALL BETTER UNITE AND FIGHT FOR Y'ALLS COUNTRY BEFORE IT IS TO LATE. GOD BLESS FROM THE GOOD U.S.A.😇
HEY NEIGHBORS Y'ALL BETTER UNITE AND FIGHT FOR Y'ALLS COUNTRY BEFORE IT IS TO LATE. GOD BLESS FROM THE GOOD U.S.A.😇
Identity Attack0.009027477
Insult0.013326911
Profanity0.013951761
Threat0.011767523
Severe Toxicity0.0025558472
Low Tox 0.045625936 Moderate Con 0.438 Call_To_Action
Sep 9, 2025 2 likes Why Canadians Are Turning Against …
Immigration is a federal responsibility, not provincial and Canada should remain a welcoming country to all immigrants imo, but, if you're here on a work or student visa, newcomers should have to prove employment, training, …
Immigration is a federal responsibility, not provincial and Canada should remain a welcoming country to all immigrants imo, but, if you're here on a work or student visa, newcomers should have to prove employment, training, full-time enrollment, and residency on a quarterly basis. It would drastically limit people becoming ghosts in the system. Refugees and asylum seekers should be allowed 1 appeal only and removed immediately if their claim has been denied. A 90-day grace period should be enacted to get their paperwork and affairs in order. If you're here for a better life, steps should be taken to ensure you're actively trying to accomplish that goal until citizenship is granted. Jmho.
Identity Attack0.024198212
Insult0.018323302
Profanity0.012107162
Threat0.008712323
Severe Toxicity0.0018596649
Low Tox 0.045625936 Constructive 0.697 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
Doesn't matter. There are groups of different nationalities migrating every dofferent global event that impacts them wanting to leave their home country. The world can be a better place. People in power don't want it …
Doesn't matter. There are groups of different nationalities migrating every dofferent global event that impacts them wanting to leave their home country. The world can be a better place. People in power don't want it to be. That's that.
Identity Attack0.021585498
Insult0.013174911
Profanity0.012517073
Threat0.006466233
Severe Toxicity0.0011491776
Low Tox 0.045625936 Constructive 0.588
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than …
Carney liberals have already voted against a conservative bill that would ban extortion convicts from claiming refugee status to avoid deportation. These guys ain't going anywhere. In fact, they're getting better health care coverage than the average Canadian tax payer
Identity Attack0.017264472
Insult0.02051482
Profanity0.01084327
Threat0.0064468146
Severe Toxicity0.0011110306
Low Tox 0.045131154 Moderate Con 0.356 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Millions of people can’t buy food, homes, pay rent or even enjoy their lives. Drowning in debt for basic goods & we have tax payer money being wasted on this committee to potentially locate less …
Millions of people can’t buy food, homes, pay rent or even enjoy their lives. Drowning in debt for basic goods & we have tax payer money being wasted on this committee to potentially locate less than 50,000 people which reflects 0.12% of the population…. This money would have been better used giving low income ppl a random cash bonus 😩
Identity Attack0.003385304
Insult0.020579277
Profanity0.012073003
Threat0.0063432488
Severe Toxicity0.001168251
Low Tox 0.045131154 Moderate Con 0.449
Oct 1, 2025 IRCC Names India in Study …
So much for secure Borders, Trump, time to do better, always suspect the North!
So much for secure Borders, Trump, time to do better, always suspect the North!
Identity Attack0.01374736
Insult0.01648093
Profanity0.010689554
Threat0.0072106146
Severe Toxicity0.0012874603
Low Tox 0.044141594 Low Con 0.199 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
All my respect for you went out the window when you shilled for a platform that tracks their users for pocket change. Do better or at least state the privacy risks of using it.
All my respect for you went out the window when you shilled for a platform that tracks their users for pocket change. Do better or at least state the privacy risks of using it.
Identity Attack0.0016186562
Insult0.020063626
Profanity0.013371054
Threat0.006433869
Severe Toxicity0.00084877014
Low Tox 0.043399423 Moderate Con 0.312 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
I want to go to canada next summer but i am rethinking now after watching these videos,,i think its better to stay in JAMAICA
I want to go to canada next summer but i am rethinking now after watching these videos,,i think its better to stay in JAMAICA
Identity Attack0.02238941
Insult0.015340924
Profanity0.014190876
Threat0.0077672824
Severe Toxicity0.002374649
Low Tox 0.04315203 Moderate Con 0.432
Dec 13, 2025 1 likes Why Canadians Are Turning Against …
I feel bad for them but there are probably better options.
I feel bad for them but there are probably better options.
Identity Attack0.0045692353
Insult0.014390918
Profanity0.019485557
Threat0.009359611
Severe Toxicity0.0014400482
Low Tox 0.04290464 Moderate Con 0.449
Nov 28, 2025 Quebec Ends Economic Immigration Program …
Thanks Michelle for bring this to our attention. Now I'm wondering what is it going to cost to find 79,000+ students so they can eventually be deported? I'm going to guess at least 1000.00 per …
Thanks Michelle for bring this to our attention. Now I'm wondering what is it going to cost to find 79,000+ students so they can eventually be deported? I'm going to guess at least 1000.00 per day per person to track them down. This should be deducted from the Liberal party's salary and not the tax payers! Or better yet, seize/freeze Trudeau's bank account/pension!!!!
Identity Attack0.006955597
Insult0.017292
Profanity0.0103821205
Threat0.008311004
Severe Toxicity0.0013446808
Low Tox 0.041915078 Constructive 0.637
Sep 29, 2025 IRCC Names India in Study …
There is a group creating a new social measurement called 'World Civility Index' to help immigrants to learn about the culture and values of their new host. The concept is to set a standard, common …
There is a group creating a new social measurement called 'World Civility Index' to help immigrants to learn about the culture and values of their new host. The concept is to set a standard, common interface where everyone can interact and enjoy each other, not imposing their own "old country" culture, especially in public. We do this by cultivating social manners, empathy, intercultural awareness so that newcomers can be better employees, students, general citizens. What gets measured gets managed.
Identity Attack0.0233943
Insult0.017936565
Profanity0.0138151245
Threat0.006537435
Severe Toxicity0.001411438
Low Tox 0.041172907 Constructive 0.679 Solidarity
Sep 18, 2025 Why Canadians Are Turning Against …
better than other types of engineers and doctors
better than other types of engineers and doctors
Identity Attack0.011321344
Insult0.018774498
Profanity0.013268576
Threat0.0062785195
Severe Toxicity0.0010967255
Low Tox 0.040430736 Low Con 0.279 Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
Vassey is no better than Barton.
Vassey is no better than Barton.
Identity Attack0.0020256327
Insult0.0233509
Profanity0.012482914
Threat0.006356194
Severe Toxicity0.0009202957
Low Tox 0.039462693 Low Con 0.148 Meta_Commentary
Feb 24, 2026 11 likes 'We do know that there's …
Bro you gotta word this better
Bro you gotta word this better
Identity Attack0.005771666
Insult0.01632893
Profanity0.023311393
Threat0.008634649
Severe Toxicity0.0020313263
Low Tox 0.03875561 Low Con 0.261 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
No refuge should get better Healthcare than the Canadian taxpayer.
No refuge should get better Healthcare than the Canadian taxpayer.
Identity Attack0.019776696
Insult0.014276917
Profanity0.009903891
Threat0.0060325502
Severe Toxicity0.0011253357
Low Tox 0.038048524 Low Con 0.232 Moral_Argument
Feb 24, 2026 41 likes 'We do know that there's …

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.