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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: "For all the ignorant people …" 80 comments · Page 4 of 4
CBSA needs to do more enforcement raids and deport temporary residents in breach of their permit. For landlords who rent out a place to 20 people, CRA should audit their rental income, any tax evasion …
CBSA needs to do more enforcement raids and deport temporary residents in breach of their permit. For landlords who rent out a place to 20 people, CRA should audit their rental income, any tax evasion there should result in an immediate lien or confiscation of the property. To see how our country went downhill since 2015 and have politicians willfully ignore the consequences of poor policies shown in this inquiry is upsetting. Jean Chretien once represented what the liberal party should be, and at the same time helped balance the budget. The new liberal party brings Canadas future economic prosperity into question.
Identity Attack0.007473567
Insult0.03489272
Profanity0.013371054
Threat0.008841781
Severe Toxicity0.0016880035
Low Tox 0.07687678 Constructive 0.703
Nov 6, 2025 1 likes IRCC Names India in Study …
We have the same driving issues coming into Springfield, Missouri. I see it all the time, especially on the northern part of town. People bring their bad driving habits to the United States and pretend …
We have the same driving issues coming into Springfield, Missouri. I see it all the time, especially on the northern part of town. People bring their bad driving habits to the United States and pretend that the traffic laws don't apply to them. For some reason, many countries ignore road safety and because of that, they bring it to other countries who do take it seriously and ruin everything.
Identity Attack0.0091384705
Insult0.024124376
Profanity0.01265371
Threat0.008349842
Severe Toxicity0.0012493134
Low Tox 0.054779384 Constructive 0.587
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 …
Canadians have always tried to be polite and welcome immigrants. People came here for a peaceful safe lifestyle and future but our leaders have allowed too many too fast and overwhelmed the system. Many immigrants …
Canadians have always tried to be polite and welcome immigrants. People came here for a peaceful safe lifestyle and future but our leaders have allowed too many too fast and overwhelmed the system. Many immigrants that have arrived now don’t want a Canadian lifestyle they want to replace it with the system they left behind. Our leaders seem to support this and want working Canadians to pay for it. This is the anger that is festering as leaders ignore our concerns
Identity Attack0.026609946
Insult0.018452216
Profanity0.009698936
Threat0.006492125
Severe Toxicity0.001077652
Low Tox 0.045378547 Constructive 0.72
Aug 25, 2025 142 likes Why Canadians Are Turning Against …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes 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.