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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: "Your not human if your …" 312 comments · Page 10 of 13
This whole human trafficking operation was right here in my hometown😓
This whole human trafficking operation was right here in my hometown😓
Identity Attack0.02138452
Insult0.027218282
Profanity0.04065997
Threat0.039256934
Severe Toxicity0.0073242188
Low Tox 0.1587729 Moderate Con 0.4 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
omg, you don't need a human smuggler to get from Canada to the US. just go to any wooded border area where there's no official border crossing point and hike over it, gee people are …
omg, you don't need a human smuggler to get from Canada to the US. just go to any wooded border area where there's no official border crossing point and hike over it, gee people are dense.
Identity Attack0.030691283
Insult0.06858205
Profanity0.021945024
Threat0.009592636
Severe Toxicity0.0038909912
Low Tox 0.15822013 Low Con 0.235 Humor_Satire
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Yep it was long dead before any south asains . They treating you guys good right adjust like many native people today . Above we all need to human firstly. You also need to ask …
Yep it was long dead before any south asains . They treating you guys good right adjust like many native people today . Above we all need to human firstly. You also need to ask the question modi the real rss nationalist . I hoping the world becomes an better place over ego
Identity Attack0.10757765
Insult0.061801232
Profanity0.037904397
Threat0.017156094
Severe Toxicity0.0061798096
Low Tox 0.15822013 Constructive 0.645
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I work in the secondhand clothing business, and I will say that some things are quite shocking. I’ve met people who are from India and Pakistan who have been in the country for 40 years …
I work in the secondhand clothing business, and I will say that some things are quite shocking. I’ve met people who are from India and Pakistan who have been in the country for 40 years and do not know any English whatsoever. It worries me and that worries me because it means that woman, especially within that culture have no idea what the human rights are and have seen many abuses because of that.
Identity Attack0.17226285
Insult0.03885912
Profanity0.027683776
Threat0.00899713
Severe Toxicity0.0037002563
Low Tox 0.15711457 Constructive 0.743
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Mark Carney, Chyristia Freeland and Jagmeet Singh are WEF members, Klaus Schwab, Peter Brabeck-Letmathe, the Great Reset, "You will own nothing and you will be happy." UN Agenda 21 - UN Agenda 2030, The Rockefeller …
Mark Carney, Chyristia Freeland and Jagmeet Singh are WEF members, Klaus Schwab, Peter Brabeck-Letmathe, the Great Reset, "You will own nothing and you will be happy." UN Agenda 21 - UN Agenda 2030, The Rockefeller Foundation Lockstep, Sustainable development, The 4th Industrial Revolution, Transhumanism, Transgenderism, 15-minute cities, Climate Crisis Scam, CBDC, Digital currency and ID, Facial recognition, Social Credit System and universal basic income. All the people who have committed serious crimes against humanity should be imprisoned for life. We are truly sovereign, free divine spiritual beings. One with all that exists 💜
Identity Attack0.05976611
Insult0.06757036
Profanity0.01941724
Threat0.008505191
Severe Toxicity0.0044822693
Low Tox 0.15490346 Moderate Con 0.482 Unverified_Claim
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Some immigrants pretend to be more loyal than the King, which is dangerous to the country. However, the immigrants who are honest and celebrate their culture without causing problems for the locals are better for …
Some immigrants pretend to be more loyal than the King, which is dangerous to the country. However, the immigrants who are honest and celebrate their culture without causing problems for the locals are better for the country. How many Westerners living in Africa integrated with local Africans even after living there for centuries? It is human mentality to practice your culture when you become a minority in another country.
Identity Attack0.13805299
Insult0.04149419
Profanity0.014942379
Threat0.007197669
Severe Toxicity0.0030326843
Low Tox 0.15435068 Constructive 0.709 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
People voted for NDP and Liberal Justin Trudeau and now they are complaining, too late, human rights will protect criminals and nothing can be done
People voted for NDP and Liberal Justin Trudeau and now they are complaining, too late, human rights will protect criminals and nothing can be done
Identity Attack0.018269362
Insult0.0811385
Profanity0.012141321
Threat0.008220384
Severe Toxicity0.0024414062
Low Tox 0.15435068 Low Con 0.225 Policy_Critique
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
If you are Real Canadian ❤🇨🇦 Canada loves humanity whoever comments mean & biased can read below 👇 ❤️😢 Sending love to all who are suffering. ❤️😢 Hate-filled "zombies" are spreading across the world, fueling …
If you are Real Canadian ❤🇨🇦 Canada loves humanity whoever comments mean & biased can read below 👇 ❤️😢 Sending love to all who are suffering. ❤️😢 Hate-filled "zombies" are spreading across the world, fueling division through race, gender, culture, religion, countries and language - things that were meant to unite us, not divide us. They were created to build common ground, foster belonging, and promote love and peace - not hate. Anything that creates an "us versus them" narrative is harmful. Humanity must rise above borders and differences. Love is the only cure for this global virus of hate. ❤️😢 Sending love to all hate zombies who are suffering this virus and hugs I hope prayers and love might change their actions. ❤️😢 Is there hope? Reply with hearts if you are cured or agree with this message love all humans unconditionally for humanity? 🙏
Identity Attack0.058401883
Insult0.076185785
Profanity0.029050145
Threat0.008362788
Severe Toxicity0.004348755
Low Tox 0.15435068 Constructive 0.602
Jan 27, 2026 Inside Canada's Indian Invasion...
operation human human trafficking in 13 minutes now thats a speedrun
operation human human trafficking in 13 minutes now thats a speedrun
Identity Attack0.011543332
Insult0.023608726
Profanity0.041160982
Threat0.044602267
Severe Toxicity0.008239746
Low Tox 0.15269235 Low Con 0.196 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadian liberal government is so generous that they even gave human traffickers a job. What a nice place.
Canadian liberal government is so generous that they even gave human traffickers a job. What a nice place.
Identity Attack0.057037655
Insult0.06424874
Profanity0.015181494
Threat0.00814271
Severe Toxicity0.0035858154
Low Tox 0.15213956 Low Con 0.246 Unverified_Claim
Feb 8, 2026 Inside Canada's Indian Invasion...
We need to stop these human rights activist to get back into the territory, applying resources to liberal judges to allow the abuse to continue
We need to stop these human rights activist to get back into the territory, applying resources to liberal judges to allow the abuse to continue
Identity Attack0.052035484
Insult0.056133457
Profanity0.01764096
Threat0.017674083
Severe Toxicity0.0032234192
Low Tox 0.15158679 Low Con 0.186 Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone with a brain can see what the USA has become these days (government wise) But a controlled program without liberals and conservatives talking it into the ground. Or going the human rights violations route. We would see a noticeable decrease in this very evident problem, and yes it’s problem. I’m not liberal or conservative at all and you should not need to be either to see the problem.
Identity Attack0.058401883
Insult0.06617179
Profanity0.025497584
Threat0.010369381
Severe Toxicity0.003566742
Low Tox 0.15103401 Constructive 0.665
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro, report this to the police if it's real, this is human trafficking
Bro, report this to the police if it's real, this is human trafficking
Identity Attack0.012139536
Insult0.029163294
Profanity0.02795705
Threat0.024753258
Severe Toxicity0.0044059753
Low Tox 0.14950264 Moderate Con 0.408 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they were in a program who said that come to Canada and you will have citizenship if you adapt to our country. We change the rules in middle of the program!!! Those people left everything to come to our country! It's an honor for us that they choose to come here. We need people for specific jobs and send them back??? That is looking like Trump manner!!! We should be angry and ashame of the way liberal treat those people!!! We live in a really crual world! Where are our humanity and empathy??? There is a lot of good people who come here to have a good life and be good citizens. I met an young woman from Ukraine and I said to her: I love Ukraine! She jump in my arms and put her head in my shoulder!!! That is a moment I will never forget...
Identity Attack0.058856625
Insult0.061626412
Profanity0.017777596
Threat0.007624879
Severe Toxicity0.004081726
Low Tox 0.1460314 Constructive 0.792 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …
😂😂😂😂 I love all humans.. but can we please close Americas boarders.. please
😂😂😂😂 I love all humans.. but can we please close Americas boarders.. please
Identity Attack0.043581683
Insult0.026960457
Profanity0.030138692
Threat0.016810767
Severe Toxicity0.0050735474
Low Tox 0.14429577 Moderate Con 0.458 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
human trafficking is illegal, immigration lawyers are legal
human trafficking is illegal, immigration lawyers are legal
Identity Attack0.059311368
Insult0.024124376
Profanity0.028640235
Threat0.010239923
Severe Toxicity0.0050354004
Low Tox 0.13388206 Low Con 0.229 Moral_Argument
Jan 20, 2026 Why Canada’s immigration system has …
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.
Identity Attack0.099899694
Insult0.053205602
Profanity0.016103793
Threat0.006809296
Severe Toxicity0.0029945374
Low Tox 0.13041082 Constructive 0.765 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
We got the human trafficking of @tyleroliveira before GTA6
We got the human trafficking of @tyleroliveira before GTA6
Identity Attack0.014551271
Insult0.027347196
Profanity0.06546012
Threat0.019573374
Severe Toxicity0.005836487
Low Tox 0.1269396 Low Con 0.173 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The entire world belongs to every human, why are you stoking the flames of hatred?
The entire world belongs to every human, why are you stoking the flames of hatred?
Identity Attack0.020781586
Insult0.03423163
Profanity0.022969801
Threat0.008738215
Severe Toxicity0.0026130676
Low Tox 0.12520397 Moderate Con 0.34 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
See the issue with multi culturalism is that “like people” tend to stick with “like people”. It’s human nature… for instance, when I go to school or the break room- I sit with my friends. …
See the issue with multi culturalism is that “like people” tend to stick with “like people”. It’s human nature… for instance, when I go to school or the break room- I sit with my friends. I interact with, socialize outside of the current setting - because that’s where we are comfortable. Everyone in life chooses to be comfortable, as it’s better. When we mass immigrate (especially from one country) we can’t be surprised that this happens. Of course Indian people do business, socialize, real estate, etc… with other Indian people. It’s what they are comfortable with. I think mass immigration is an awful idea and a culture that doesn’t encourage assimilation and chooses multi culturalism will find that it’ll no longer be multicultural- as the new dominate culture in Canada will be Punjabi.
Identity Attack0.104676254
Insult0.034341812
Profanity0.028776871
Threat0.00746953
Severe Toxicity0.0037765503
Low Tox 0.12260055 Constructive 0.695 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.❤
Identity Attack0.09162762
Insult0.04910661
Profanity0.015932998
Threat0.0067769317
Severe Toxicity0.0029182434
Low Tox 0.121732734 Constructive 0.787 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
India business owners here have been charging upwards of $10,000 for the promise of a permanent residency. Many of these people are human trafficked after the fact in a cruel and fraudulent arrangement. We need …
India business owners here have been charging upwards of $10,000 for the promise of a permanent residency. Many of these people are human trafficked after the fact in a cruel and fraudulent arrangement. We need to do what America is doing and clean house, but maybe a bit more nicely than they are.
Identity Attack0.061130337
Insult0.061276767
Profanity0.018255826
Threat0.007741391
Severe Toxicity0.0024223328
Low Tox 0.12086493 Constructive 0.605
Sep 29, 2025 2 likes IRCC Names India in Study …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem with women and children abused, in violence and almost killed and our resources which are suppose to help protect the men coming here doing this because as immigrants they have value and so support anything they do to innocent people here because they have more worth as human beings than people born, raised and who lived here all their lives. Two lives viciously destroyed to protect someone sick with hate who is chronic woman hater and abuser but he must be respected for it. As someone immersed all their life in "culture" domestic violence is not culture as in immigration it's abuse and a crisis brought here and then force by law respect for it when it is already here bc it is a planet problem. For people without a lifetime of knowledge you would be shocked if knew what people think and say about us living here and what they believe from complete ignorance. It is a belief everything is owed to make lives bigger and better for them above everyone else bc they suffered somewhere else but the assumption is every person in Canada had the opportunity born here that all people should be rich and if anyone is under that standard they deserve nothing and it should be given to everyone coming in. It is understood in some groups the purpose and wants of Canadian women is providing free services to immigrant men because this is how all Canadian women chose to live as women. The expectation of women is back to the stone age to obey, speak when given permission and respect abuse. Our authorities now back that up. Don't believe me you can see evidence. We are being forced by law to change. How many persons with criminal records are here in past decade was that recent news report? There's good and bad but if you don't respect the bad then see what happens to you because suddenly you will the bad one as a Canadian so be prepared to respect and appreciate everything you spent a lifetime believing you didn't have to. Some people could write an encyclopedia of wild and bizarre things and opinions and expectations of the views others have of life here and it would make most here all their lives want to flee and leave. There are two opposite meanings of what respect is. It amounts to respect them and everything bad and disrespectful to us or we have no respect any other names. This includes not one specific culture but numerous ones and I am referring to a different one than referenced in this video. Respect divided into two opposite meanings, ignorance, lack of care, abuse, hate and so many things which our government is permitting to happen and people are losing their physical lives and becoming physically and mentally ill and it is directly related to destroying Canadians living here, killing them to force a message of change of respects and persons need to die to force it.
Identity Attack0.07673789
Insult0.03599453
Profanity0.028230323
Threat0.045895394
Severe Toxicity0.00579834
Low Tox 0.115658075 Constructive 0.83
Aug 28, 2025 Why Canadians Are Turning Against …
When the prime minister asserts that “pragmatism” directs Canada to enter into trade deals and security arrangements with other countries, regardless of their abysmal human rights records, antithetical political ideology, history of infiltration and subversion, …
When the prime minister asserts that “pragmatism” directs Canada to enter into trade deals and security arrangements with other countries, regardless of their abysmal human rights records, antithetical political ideology, history of infiltration and subversion, and predatory and punitive trade practices, accepting - if not welcoming - into Canada those whose values, beliefs and practices are hostile to our own and thus socially destabilizing is a natural adjunct. Immorality is the defining characteristic of Mark Carney and his government.
Identity Attack0.015857628
Insult0.06921569
Profanity0.014703264
Threat0.007249452
Severe Toxicity0.0022029877
Low Tox 0.11367676 Moderate Con 0.358 Moral_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.