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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: "I don't get it. If …" 2,660 comments · Page 79 of 107
Countries need to have a scoreboard how many we can deport per month LOL winner gets a billion dollars
Countries need to have a scoreboard how many we can deport per month LOL winner gets a billion dollars
Identity Attack0.023193322
Insult0.029273475
Profanity0.021945024
Threat0.011172019
Severe Toxicity0.003528595
Low Tox 0.112746716 Low Con 0.134
Jan 5, 2026 New rules, regulations take effect …
They get visa in 2 years if that in australia 😂😂😂😂 my family took 6 of as 7 years loll we from poland maybe thats way
They get visa in 2 years if that in australia 😂😂😂😂 my family took 6 of as 7 years loll we from poland maybe thats way
Identity Attack0.04925346
Insult0.023093075
Profanity0.04141149
Threat0.008764107
Severe Toxicity0.004787445
Low Tox 0.112746716 Moderate Con 0.467 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I like how this video goes from a Canadian Cultural Video, to a "Can I get smuggled into USA" video 😂
I like how this video goes from a Canadian Cultural Video, to a "Can I get smuggled into USA" video 😂
Identity Attack0.07508347
Insult0.026058068
Profanity0.025360947
Threat0.011819307
Severe Toxicity0.0041389465
Low Tox 0.112643376 Moderate Con 0.358 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
$50K in the first year? I should have applied as a refugee instead of skilled worker 😂, instead of spending $10k just in immigration paperwork + airfare and then another $20k just to support myself …
$50K in the first year? I should have applied as a refugee instead of skilled worker 😂, instead of spending $10k just in immigration paperwork + airfare and then another $20k just to support myself (with no welfare) in the first year that I couldn't find a job because I didn't have "Canadian experience". I'm not against refugees but I think 50k is too much, especially if they are getting free housing. There are a lot of things wrong with our immigration system, and I think patronizing immigrants (instead of empowering them) is the cause of most problems.
Identity Attack0.060675595
Insult0.04442204
Profanity0.02249157
Threat0.006861079
Severe Toxicity0.002937317
Low Tox 0.112643376 Constructive 0.769
Nov 22, 2018 8 likes How much do refugees and …
Where do Canadians go. Born and raised here. It’s not Canada anymore. Where else am I supposed to go? It’s only going to get worse. The damage Trudeau did we will never recover from, and …
Where do Canadians go. Born and raised here. It’s not Canada anymore. Where else am I supposed to go? It’s only going to get worse. The damage Trudeau did we will never recover from, and if we do it won’t be in my lifetime.
Identity Attack0.052490227
Insult0.034341812
Profanity0.011577694
Threat0.009747985
Severe Toxicity0.0028419495
Low Tox 0.112540044 Moderate Con 0.463
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I am afraid you are not asking the crucial question -- why did the government allow such massive immigration to Canada? Do you think the calculation of the government was to help immigrants by bringing …
I am afraid you are not asking the crucial question -- why did the government allow such massive immigration to Canada? Do you think the calculation of the government was to help immigrants by bringing in so many to Canada? Is the Canadian government truly that humane? Clearly one impetus for this mass immigration was Canadians cannot by themselves support all of the social systems -- healthcare, welfare, retirement, etc., so Canada needed immigrants who would work like drones to financially support the country. There is also the business interest. Everywhere you turn there is new high-rise being built with hundreds of apartment who do you think is going to pay the $3000 rent for those apartments? Canadians banks also love the deposits of hardworking immigrants. Don't get it twisted, immigrants have been allowed into Canada out of necessity not humanity.
Identity Attack0.052490227
Insult0.055547886
Profanity0.015967157
Threat0.0074436385
Severe Toxicity0.00289917
Low Tox 0.112540044 Constructive 0.685
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Bs they get like 10k for a family of 4
Bs they get like 10k for a family of 4
Identity Attack0.007732552
Insult0.028392024
Profanity0.11477985
Threat0.008764107
Severe Toxicity0.0049591064
Low Tox 0.112436704 Low Con 0.294 Unverified_Claim
May 29, 2025 How much do refugees and …
I work in logistics here in the U.S. and 75% of all semi truck drivers are all from other countries but they go to Canada to get their licenses then come to the U.S. and …
I work in logistics here in the U.S. and 75% of all semi truck drivers are all from other countries but they go to Canada to get their licenses then come to the U.S. and it’s so easy for them. Then they cannot read or speak English and they are hauling 80k lbs death machines
Identity Attack0.039714564
Insult0.032248367
Profanity0.015830519
Threat0.021645326
Severe Toxicity0.0037384033
Low Tox 0.112436704 Moderate Con 0.426 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
They need to get out of the country for real. It's getting out of control
They need to get out of the country for real. It's getting out of control
Identity Attack0.036620867
Insult0.028502205
Profanity0.020510335
Threat0.010757755
Severe Toxicity0.0026512146
Low Tox 0.112436704 Low Con 0.267 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I know how much they get....Eritrean rufugees get 82,000 per year, in payments. This system is broken....I've seen the paperwork through a co-worker (Refugee).
I know how much they get....Eritrean rufugees get 82,000 per year, in payments. This system is broken....I've seen the paperwork through a co-worker (Refugee).
Identity Attack0.10221587
Insult0.02657372
Profanity0.016137952
Threat0.0067769317
Severe Toxicity0.0023555756
Low Tox 0.112436704 Constructive 0.723
Jul 6, 2025 How much do refugees and …
As an Indian myself who has lived for a total of 12 years in the United Arab Emirates (Dubai) and given that almost 80% of the population is made up of expatriates, I have never …
As an Indian myself who has lived for a total of 12 years in the United Arab Emirates (Dubai) and given that almost 80% of the population is made up of expatriates, I have never truly faced such problems. I think the real reason why most are unhappy is because of a lack of discipline amongst the immigrants. Dubai may be more libertarian and tolerant toward other faiths than rest of the GCC nations but they don't tolerate any form of disrespect or indiscipline as they have very strict rules. I believe the locals and the immigrants can get along with each other if they respected each others' way of life.
Identity Attack0.10221587
Insult0.04032305
Profanity0.027547138
Threat0.008414571
Severe Toxicity0.003566742
Low Tox 0.112333365 Constructive 0.842
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
They will get 6 months in prison and refugee status when they are released
They will get 6 months in prison and refugee status when they are released
Identity Attack0.02721288
Insult0.020966014
Profanity0.016547862
Threat0.035803676
Severe Toxicity0.0032234192
Low Tox 0.11223003 Low Con 0.205 Unverified_Claim
Feb 19, 2026 Canadian immigration officers investigating hundreds …
The money saved on health care,housing schooling etc more than gives us the monies that they have used . Courts are tied up on and on it goes. Get them out.
The money saved on health care,housing schooling etc more than gives us the monies that they have used . Courts are tied up on and on it goes. Get them out.
Identity Attack0.0062526376
Insult0.034562174
Profanity0.01535229
Threat0.032005094
Severe Toxicity0.002937317
Low Tox 0.11223003 Moderate Con 0.472
Dec 23, 2025 27 likes Deportations From Canada at Their …
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture …
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture the natural citizens had, replaced by ideology. Why is it mostly military aged men?? Who leaves their family and goes to another country??? Why are all these countries paying these immigrants, asylum/refugee so much money, literally almost 4 x what a senior gets?
Identity Attack0.07591068
Insult0.030265106
Profanity0.0147374235
Threat0.0070034824
Severe Toxicity0.0033187866
Low Tox 0.11212669 Moderate Con 0.437 Unverified_Claim
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health services, no 5 block line ups at the soup kitchen and food banks. Need I continue??? You get the idea. Sorry...Canada Belongs to Canadians and Canadians Needs Come First!
Identity Attack0.052944973
Insult0.02708937
Profanity0.011782649
Threat0.012233571
Severe Toxicity0.0034713745
Low Tox 0.11212669 Constructive 0.706
Dec 24, 2025 Deportations From Canada at Their …
There's nothing wrong about going abroad in search of greener pastures (most do that, no?) but I don't get the idea of bringing the culture that screws up the home country to the new place …
There's nothing wrong about going abroad in search of greener pastures (most do that, no?) but I don't get the idea of bringing the culture that screws up the home country to the new place --> and turn it into the place they're escaping from. Let's face it: politics is one of the problems, but you can't blame that fully for lack of civic sense?
Identity Attack0.015757138
Insult0.04969218
Profanity0.03615085
Threat0.007081157
Severe Toxicity0.0023651123
Low Tox 0.11202335 Constructive 0.657 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As you can tell from my name I am an immigrant from India. Been in this part of the world for almost 40 years. Educated from kindergarten with English as medium of instruction, a post …
As you can tell from my name I am an immigrant from India. Been in this part of the world for almost 40 years. Educated from kindergarten with English as medium of instruction, a post graduate degree, in IT - one of the first things I did was watch, listen and learn how things are done here. Quickly acquired accent neutrality. Please and thank you . Not litter every where. I came here on my own. Nobody requested me to come here. I considered it a privilege and I took it as my obligation to integrate, not import my values or culture here. I worked, paid my taxes and never expected a handout from anybody or from the government. I loved to be the brown dot in a sea of white. I loved my new country. After the pandemic years, things have changed. There has been a sudden browning of Canada. I didn't leave India 40 odd years ago for India to come to me. NO, I am not being racist and it is not just the visual browning either. The loud, non English speaking, profusely littering, rude, entitlement-minded, anti-social, riffraff that seem to have found their way here displacing the native, white Canadians. I so miss the "eh". I miss the polite society. Wherever I go, I see a sea of immigrants speaking their own tongue. Rude, misbehaved. Cutting you off in line. Discarding the shopping cart any where they please. I am getting older every year and I do not want to die in a country that is suddenly so foreign to me. I would love my old Canada back, please. I want my "eh"s back please. I did my part in the last elections, but lost out to "them". Are we at a point, where we can never get the old Canada back??????
Identity Attack0.062039822
Insult0.034341812
Profanity0.052934792
Threat0.009877442
Severe Toxicity0.0045776367
Low Tox 0.11202335 Constructive 0.754
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
As a Canadian I think they need get out or canada should get are own I.c.e
As a Canadian I think they need get out or canada should get are own I.c.e
Identity Attack0.06929302
Insult0.02618698
Profanity0.016957775
Threat0.01254427
Severe Toxicity0.0032424927
Low Tox 0.11202335 Moderate Con 0.309 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out …
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out to modify some of the immigration laws that will give back the power, the benefit, and advantage to a natural born Canadian. 800 thousand foreigners coming in in the last three months? What’s with that? That’s so shocking. Looks like a legalized invasion/occupation. I’m like you, I was a legal immigrant from Asia in the late 70s retired now and love my great state of Indiana. My family has been here for almost 50 years fully acculturated to the values and culture of American life with my husband and two grown boys. This is my adopted beloved country now. I am everything that it is about. I still know how to speak my birth language only when I go home for vacation. I don’t use it even to speak to a fellow Asian when I see that an English speaking native born American is within ear’s reach. That young lady might be dead with brain tumor before she gets her MRI. That’s unacceptable. Here you go to the ER and if you need an MRI you get admitted and most like have it the next day. Or Y
Identity Attack0.06294931
Insult0.035443626
Profanity0.01982715
Threat0.0074436385
Severe Toxicity0.0029945374
Low Tox 0.11192002 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
And this is why BMO a canadian bank has been compromised and you get scam phone calls from actual bmo numbers and have compromised their entire banking system.
And this is why BMO a canadian bank has been compromised and you get scam phone calls from actual bmo numbers and have compromised their entire banking system.
Identity Attack0.014048826
Insult0.06267534
Profanity0.016616182
Threat0.0069516995
Severe Toxicity0.0019264221
Low Tox 0.11192002 Moderate Con 0.419
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
I love how you have to pay thousands of dollars to get smuggled across each country when it cost less to get a passport 😂
I love how you have to pay thousands of dollars to get smuggled across each country when it cost less to get a passport 😂
Identity Attack0.014752249
Insult0.029604018
Profanity0.022833163
Threat0.008634649
Severe Toxicity0.0028038025
Low Tox 0.11192002 Low Con 0.258 Humor_Satire
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
South @sians dont "integrate / assimilate because they know they dont have to ! They can find whatever community resources (financial, legal, medical, et al) without having to step outside the community. They have been …
South @sians dont "integrate / assimilate because they know they dont have to ! They can find whatever community resources (financial, legal, medical, et al) without having to step outside the community. They have been able to "replicate" India in their Host country. Unfortunately, the Liberal Party's Misguided Multicultur@lism Policies and Incentivization of Illeg@l / Mass Immigration has exacerbated this problem. I think what local Canadians may resent so much is the new Competition for whatever low - wage labour and community resources are left over post Pandemic. Also, if one listens closely (Euro) Canadians) resent the imposition of Old Country religious / group cultural practices have "overflowed" into the public Commons rather than kept private. The unspoken "demand" that Locals get use to these cultural differences / just suck it up causes some rancor.
Identity Attack0.06340405
Insult0.045007613
Profanity0.015625564
Threat0.0067769317
Severe Toxicity0.0028419495
Low Tox 0.11181668 Constructive 0.732 Policy_Critique
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You’re being very selective with information. It feels like you’re asking leading questions just to get the answers you already want. That’s not good journalism. Journalism should aim for objectivity, not push a specific ideology. …
You’re being very selective with information. It feels like you’re asking leading questions just to get the answers you already want. That’s not good journalism. Journalism should aim for objectivity, not push a specific ideology. And calling this an “INVASION”? That’s simply wrong. I lived in Montréal in an area with many Indian residents. They’re respectful, hard-working, have families, jobs, and contribute to society like anyone else. They don’t interfere with religion or ideology. Just tonight, during a snowstorm, an Indian neighbor came out of his home to help me clear snow off my car — purely out of kindness. That’s reality on the ground, and it deserves to be reported honestly.
Identity Attack0.0543092
Insult0.04090862
Profanity0.017094411
Threat0.006977591
Severe Toxicity0.0022029877
Low Tox 0.11181668 Constructive 0.812 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Id love to see a 60 foot jesus statue can we get that ?
Id love to see a 60 foot jesus statue can we get that ?
Identity Attack0.06158508
Insult0.018065477
Profanity0.029050145
Threat0.027170537
Severe Toxicity0.0075149536
Low Tox 0.11181668 Moderate Con 0.396 Humor_Satire
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for …
Most of the immigrants landing here in Canada are not boosting our economy but just becoming a liability taking the country backward rather than progress. Tye government should stop immigration including refugees, at least for a while. Not that I don’t want to help these people but we just dont have the resources for now to accommodate them. ‘m shocked to hear that 817,000 people landed in Canada. Add three zeros to it because these people pay at least a $1000 as administrative fee to government IRCC. So that is $817,000,000 Canadian Dollars. Close to a Billion. What is government doing with this money? No Government, we Canadians dont want that money in our GDP. He has enough natural resources that can sustain ourself. Stop selling cheap oil to US. And back to people who come here as immigrants. You are in a different country to have a new life. There is no point in protecting here in Canada about the things happening in your home country. Have some common sense. It’s just an other news for media. When you do such things, Canadian resource are wasted like cops have to make sure the protest goes peacefully and many more. People who are not part of it are getting affected. And to all immigrants please please please, speak in english. I know that you all are comfortable speaking in your native language. Speak that at your private place. Not in public place or work place. That is basic manners. Dont speak out loud in phone in public places. It’s not manners. Funny that people are asking to change the classes taught in French😂 This proves that they are not students but in disguise, as students. Here in Canada, to loot Canada and weaken the country. If you want class in english in a french speaking province better move out of Quebec.
Identity Attack0.06795148
Insult0.03768798
Profanity0.014634945
Threat0.007534259
Severe Toxicity0.00289917
Low Tox 0.11181668 Constructive 0.632 Economic_Argument
Aug 25, 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.