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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 #}

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Active: "What's the purpose of a …" 90 comments · Page 3 of 4
THIS IS ALL DONE ON PURPOSE. WHO CARES
THIS IS ALL DONE ON PURPOSE. WHO CARES
Identity Attack0.006622616
Insult0.057890166
Profanity0.09034003
Threat0.008738215
Severe Toxicity0.006904602
Low Tox 0.21642438 Low Con 0.154 Fear_Threat
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
It's done on purpose = 100 million people for 2100 in 75 years Magically the same problem is happening to white countries around the world
It's done on purpose = 100 million people for 2100 in 75 years Magically the same problem is happening to white countries around the world
Identity Attack0.23846684
Insult0.03522326
Profanity0.029888187
Threat0.009722093
Severe Toxicity0.0059509277
Low Tox 0.21107252 Low Con 0.203 Unverified_Claim
Jun 16, 2025 1 likes How Canada broke its immigration …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of all these, an estimated 1.5 million people are either overstaying or have entered illegally. 3. Pakistanis and Bangladeshis are also involved in illegal activities (I’m not defending Indians—they are also involved, I’ll come to that). If you ask them, many will claim to be Indians. You can see the same trend in the UK as well. The reason I’m mentioning them is because they have a similar appearance to Indians. 4. Almost half of the Indians in Canada are living there illegally. Why do I say this? Because here in India I personally know many people from Punjab and Haryana who go there. In both states, you can easily find many agents who reassure people that they can send them to Canada or the USA without much difficulty. You can also see the trend among Punjabis—many aspire to drive trucks and cars in Canada. In India, people often see Punjabis as if their only purpose in life is to go to Canada. I love Punjabi people, but I don’t like this mindset. 5. So, the people you see doing disgusting things are most likely illegal immigrants. Why? Because genuine people go there to educate themselves and contribute something meaningful to the culture—not to behave like those individuals. 6. I really hope Canada can recover from this. I have a friend who went there in 2015, and he once told me to visit the country. Canadians are truly amazing, and the natural beauty (except the winter!) is so nice. Please, Canadian government, take some steps for the well-being of your people.❤
Identity Attack0.2308735
Insult0.05964688
Profanity0.035399333
Threat0.01238892
Severe Toxicity0.007095337
Low Tox 0.19504376 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Lena was placed there on purpose. The Liberals want chaos
Lena was placed there on purpose. The Liberals want chaos
Identity Attack0.048737846
Insult0.0820023
Profanity0.023243073
Threat0.010472948
Severe Toxicity0.0032615662
Low Tox 0.19029272 Low Con 0.17 Unverified_Claim
Feb 26, 2026 7 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
What's the purpose of a thumbnail with dirty streets
What's the purpose of a thumbnail with dirty streets
Identity Attack0.009693438
Insult0.06023245
Profanity0.079025
Threat0.01238892
Severe Toxicity0.00579834
Low Tox 0.18174082 Low Con 0.228 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
NGOs are helping people find a path to come to the West. The west is just being used and the fraud has more than tripled. I’m getting letters from Canada in the US telling me …
NGOs are helping people find a path to come to the West. The west is just being used and the fraud has more than tripled. I’m getting letters from Canada in the US telling me to contact them because I have a dead relative that left me money 😆 2020 and covid plandemic had several purposes. While Americans were being laid off they were flying in migrants from 5 different countries to take our jobs. The elites are playing people like a fiddle. Don’t be a peasant for the new world order 😆
Identity Attack0.057037655
Insult0.082372494
Profanity0.01764096
Threat0.008531082
Severe Toxicity0.0038528442
Low Tox 0.18079062 Constructive 0.587 Unverified_Claim
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Tyler Oliveira. If you’re main purpose is actual journalism why use AI to make it seem like people drive with tuktuks on the highway? Is it journalism you’re doing or is it propaganda and hatred …
Tyler Oliveira. If you’re main purpose is actual journalism why use AI to make it seem like people drive with tuktuks on the highway? Is it journalism you’re doing or is it propaganda and hatred towards minorities you are trying to promote?
Identity Attack0.031464707
Insult0.06687108
Profanity0.02303812
Threat0.008362788
Severe Toxicity0.0032043457
Low Tox 0.165053 Moderate Con 0.312 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if …
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if you are attacked and use the knife you will still likely go to jail. Welcome to Canada 😅
Identity Attack0.04177703
Insult0.0279513
Profanity0.013678487
Threat0.13515437
Severe Toxicity0.0064468384
Low Tox 0.1587729 Constructive 0.508 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Trudeau did it on purpose to invade they don't belong here
Trudeau did it on purpose to invade they don't belong here
Identity Attack0.049761772
Insult0.061626412
Profanity0.017504321
Threat0.012337137
Severe Toxicity0.004749298
Low Tox 0.15435068 Low Con 0.152 Fear_Threat
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
You can rent a seat on a scam car. You pay 500 dollars, and you get to be in the car when its in a purpose insurance scam accident. "oh........my back.......". Its true, its a …
You can rent a seat on a scam car. You pay 500 dollars, and you get to be in the car when its in a purpose insurance scam accident. "oh........my back.......". Its true, its a business.
Identity Attack0.0027378413
Insult0.070799805
Profanity0.020783609
Threat0.00866054
Severe Toxicity0.0025177002
Low Tox 0.15103401 Moderate Con 0.33 Unverified_Claim
Feb 27, 2026 Inside Canada's Indian Invasion...
12:47 Having a knife, for the purpose of self defense, is a criminal offense in Canada. This is why the United States needs to annex us. Canadian laws are oppressive.
12:47 Having a knife, for the purpose of self defense, is a criminal offense in Canada. This is why the United States needs to annex us. Canadian laws are oppressive.
Identity Attack0.060675595
Insult0.035553806
Profanity0.0127561875
Threat0.027688526
Severe Toxicity0.0036621094
Low Tox 0.13561769 Moderate Con 0.418 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal …
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal cabal of this nation? Why does Canada have a failed immigration system?
Identity Attack0.10221587
Insult0.035443626
Profanity0.012312118
Threat0.006602164
Severe Toxicity0.002231598
Low Tox 0.13214645 Moderate Con 0.378 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
"Bought a knife to protect myself." It is illegal to carry anything for self defense purposes in Canada. The knife has to be for lunch.
"Bought a knife to protect myself." It is illegal to carry anything for self defense purposes in Canada. The knife has to be for lunch.
Identity Attack0.015053716
Insult0.019032324
Profanity0.0127561875
Threat0.13815513
Severe Toxicity0.0064086914
Low Tox 0.123468354 Moderate Con 0.31
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
The sudden cut in immigrants has been really hurtful for us in Quebec City, as well as inhuman. It has been carried out for political purposes to appease right wing fears such as you see …
The sudden cut in immigrants has been really hurtful for us in Quebec City, as well as inhuman. It has been carried out for political purposes to appease right wing fears such as you see posted below.
Identity Attack0.06385879
Insult0.03827355
Profanity0.011236101
Threat0.008789998
Severe Toxicity0.0023269653
Low Tox 0.11347008 Constructive 0.619 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example why they want this, look at all fast food employees... big corporation in partners with the banks and government bringing in pretty much modern day slave labour with big government wage subsidies. Why not do some real work as journalist.
Identity Attack0.024198212
Insult0.04442204
Profanity0.013985921
Threat0.0072882893
Severe Toxicity0.0023078918
Low Tox 0.112850055 Moderate Con 0.386 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
To keep citizens a priority over the influx of immigrants and refugees Denmark had cut welfare benefits to illegal immigrants and refugees and many began leaving to more profitable countries (in benefits). Why has our …
To keep citizens a priority over the influx of immigrants and refugees Denmark had cut welfare benefits to illegal immigrants and refugees and many began leaving to more profitable countries (in benefits). Why has our country not put something like that in place? It definitely would sort out those who came for the 'freebies'.  ~ Denmark's ‘integration benefit'  measure was a significantly lower benefit level being offered to people who have resided in Denmark for less than seven of the past eight years. Foreigners will also receive a financial incentive to learn the language. These were 'integration benefits'. Citizens who have lived outside of the EU (or country?) for seven of the past eight years were also subjected to the new rules. The purpose, to make Denmark a less attractive destination while making it more attractive to work and contribute to Danish society.  It reduced the flow in to a more manageable number.
Identity Attack0.08831879
Insult0.031917825
Profanity0.024814399
Threat0.008401625
Severe Toxicity0.003490448
Low Tox 0.112540044 Constructive 0.608
Jul 19, 2019 3 likes How much do refugees and …
The entire purpose of allowing foreign students in our universities is so that they can learn essential skills to take back and improve their OWN countries. No foreign students should be permitted to work nor …
The entire purpose of allowing foreign students in our universities is so that they can learn essential skills to take back and improve their OWN countries. No foreign students should be permitted to work nor should our government be allowing temporary foreign workers when our unemployment rates are the highest they've been in five decades.
Identity Attack0.10221587
Insult0.02567133
Profanity0.012380436
Threat0.0072365063
Severe Toxicity0.0028419495
Low Tox 0.11202335 Constructive 0.523 Economic_Argument
Feb 20, 2026 1 likes Canada's tighter immigration policy divides …
Evasive and purposely unprepared witnesses. This is TEXT BOOK Liberalism.
Evasive and purposely unprepared witnesses. This is TEXT BOOK Liberalism.
Identity Attack0.011839314
Insult0.046764325
Profanity0.0113044195
Threat0.00675104
Severe Toxicity0.0017642975
Low Tox 0.11036996 Low Con 0.108 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
There was no fall of Canada's immigration system ...there was a purposeful change to allow unqualified / unvetted individuals into Canada ...
There was no fall of Canada's immigration system ...there was a purposeful change to allow unqualified / unvetted individuals into Canada ...
Identity Attack0.035847444
Insult0.04383647
Profanity0.010108846
Threat0.006084333
Severe Toxicity0.0016880035
Low Tox 0.10522962 Low Con 0.299 Policy_Critique
Feb 17, 2026 10 likes LILLEY UNLEASHED: The fall of …
We are being culturally destabilized on purpose. It’s an actual plan, look it up, it’s all part of the globalization agenda and the liberal government is directly responsible. When immigrants are complaining about immigration and …
We are being culturally destabilized on purpose. It’s an actual plan, look it up, it’s all part of the globalization agenda and the liberal government is directly responsible. When immigrants are complaining about immigration and new immigrants then obviously there is a huge problem.
Identity Attack0.06749674
Insult0.025026767
Profanity0.012926984
Threat0.0068999166
Severe Toxicity0.0019550323
Low Tox 0.102626406 Moderate Con 0.354 Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
We need Trump to eliminate these problems. The liberals are doing this on purpose to gain votes!
We need Trump to eliminate these problems. The liberals are doing this on purpose to gain votes!
Identity Attack0.020781586
Insult0.027841117
Profanity0.0138151245
Threat0.022853967
Severe Toxicity0.0024032593
Low Tox 0.10175867 Low Con 0.25
Oct 1, 2025 IRCC Names India in Study …
I think RocaNews you need to be a little more thoughtful into your questioning. I'm also feeling like it's a little lazy to do this research and not include certain data points with it. Or …
I think RocaNews you need to be a little more thoughtful into your questioning. I'm also feeling like it's a little lazy to do this research and not include certain data points with it. Or to actually create processes/opportunities to get "newcomers" and "long-time residents" to speak together, a division of people that is far more complicated than the division you add to in this documentary. Think about your values and what the goal of this is. Reflect on this before you just go do the same elsewhere. Look at the comments. What are you adding to/contributing to relieving tension within and between communities? What is your overall purpose.
Identity Attack0.0037367835
Insult0.05144889
Profanity0.02126184
Threat0.0066151097
Severe Toxicity0.0014019012
Low Tox 0.09872158 Constructive 0.733 Meta_Commentary
Jan 22, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
7:52 camera man did that on purpose XD
7:52 camera man did that on purpose XD
Identity Attack0.008842488
Insult0.016860934
Profanity0.03489832
Threat0.013631714
Severe Toxicity0.005302429
Low Tox 0.09438288 Low Con 0.235 Meta_Commentary
Jan 27, 2026 20 likes Inside Canada's Indian Invasion...
Well they forced the needle and so many doctors have passed away due to the needle which is a bioweapon. Explosion of turbo cancer, clots, other diseases. Done purposely.
Well they forced the needle and so many doctors have passed away due to the needle which is a bioweapon. Explosion of turbo cancer, clots, other diseases. Done purposely.
Identity Attack0.0057346676
Insult0.02373764
Profanity0.017094411
Threat0.012233571
Severe Toxicity0.002670288
Low Tox 0.09112182 Moderate Con 0.403
Sep 8, 2025 Why Canadians Are Turning Against …

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.