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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: "And the liberals will do …" 1,410 comments · Page 24 of 57
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to …
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to rubber stamp all the old ones, dam covid really made a mess of things didn’t it” Liberal Government
Identity Attack0.022992345
Insult0.16795322
Profanity0.36230123
Threat0.009178371
Severe Toxicity0.012833111
Moderate 0.3140926 Moderate Con 0.408 Unverified_Claim
Jan 19, 2026 27 likes Why Canada’s immigration system has …
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation …
5:19 too conservative, I think you mean to say too liberal or progressive not conservative, conservative would mean to conserve something which Canada hasn’t. Oh I forgot to blame white liberal women and the generation that keeps on messing with peoples lives boomers cuz both always vote in the worst way possible.
Identity Attack0.36702603
Insult0.16780703
Profanity0.024199532
Threat0.008013252
Severe Toxicity0.0074005127
Moderate 0.3140926 Moderate Con 0.499
Aug 26, 2025 Why Canadians Are Turning Against …
Oh man, as soon I saw the title and the thumbnail, I just knew the comments were going to be insane 😂 As much as Canada is lauded as a nice and welcoming country, it's …
Oh man, as soon I saw the title and the thumbnail, I just knew the comments were going to be insane 😂 As much as Canada is lauded as a nice and welcoming country, it's open season when it comes to Indians. I work in a typical corporate environment, where all conversations are filtered through a layer of professionalism, and just the other day my director made a joke about how he's glad we don't have Indians on our team. Everyone laughed and we moved on as if it was a completely normal thing to say about an ethnic group. You know it's bad when both the conservative boomers and the liberal millenials/gen Z all agree we have too many Indians.
Identity Attack0.34324843
Insult0.2435641
Profanity0.0961592
Threat0.010369381
Severe Toxicity0.013414118
Moderate 0.3127066 Constructive 0.709
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
We have the worst liberal scandals government
We have the worst liberal scandals government
Identity Attack0.10221587
Insult0.23704576
Profanity0.0864606
Threat0.009437286
Severe Toxicity0.007019043
Moderate 0.3127066 Low Con 0.163 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
The Liberal Party of Canada must think that it will have millions of new supporters by flooding Canada with all these unskilled 'immigrants' from Third-world dictatorships.
The Liberal Party of Canada must think that it will have millions of new supporters by flooding Canada with all these unskilled 'immigrants' from Third-world dictatorships.
Identity Attack0.2839175
Insult0.2469859
Profanity0.019280603
Threat0.010757755
Severe Toxicity0.008468628
Moderate 0.31132057 Low Con 0.166 Unverified_Claim
Jul 2, 2025 2 likes How Canada broke its immigration …
They get 50k and then can apply for social benefits like other Canadians even though they’re NOT Canadians? Their kids go to public schools, and probably get free lunch and other things, at the benefit …
They get 50k and then can apply for social benefits like other Canadians even though they’re NOT Canadians? Their kids go to public schools, and probably get free lunch and other things, at the benefit of tax payers. Asian immigrants are a different breed. They work, and education is very important to them, do you can’t compare the two. A bunch of BS liberal propaganda.
Identity Attack0.23011416
Insult0.24928534
Profanity0.14666493
Threat0.0070552654
Severe Toxicity0.009727478
Moderate 0.30993456 Constructive 0.545
Nov 4, 2018 How much do refugees and …
4:34 - this is because Indias economy is booming and they're shifting their wealth to the new world a.k.a. colonizing. And a huge part of making that work is the whiteguilt liberal narrative that anyone …
4:34 - this is because Indias economy is booming and they're shifting their wealth to the new world a.k.a. colonizing. And a huge part of making that work is the whiteguilt liberal narrative that anyone Not White must be a refugee from the war torn wastelands. It's actually Western/Canadian chauvinism making that very racist misunderstanding of the situation. These are not the huddled masses seeking a better life these are the exploiters who got rich off the labor of other Indians back in india and then bailed on India to be SUV drivers who cant drive here.
Identity Attack0.35948995
Insult0.19967617
Profanity0.04366605
Threat0.010990778
Severe Toxicity0.010986328
Moderate 0.30854854 Moderate Con 0.487 Unverified_Claim
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Envy Albertans who won’t have to deal with dysfunctional Liberals when they separate 😂
Envy Albertans who won’t have to deal with dysfunctional Liberals when they separate 😂
Identity Attack0.13163337
Insult0.3126888
Profanity0.021740068
Threat0.008116818
Severe Toxicity0.0059509277
Moderate 0.30854854 Low Con 0.221 Humor_Satire
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Our liberal government has turned Canada into a train wreck laughing stock.
Our liberal government has turned Canada into a train wreck laughing stock.
Identity Attack0.10221587
Insult0.2817503
Profanity0.023789622
Threat0.007197669
Severe Toxicity0.0050735474
Moderate 0.3057765 Low Con 0.172 Policy_Critique
Oct 1, 2025 2 likes IRCC Names India in Study …
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
Identity Attack0.2846865
Insult0.19500497
Profanity0.018734055
Threat0.010395273
Severe Toxicity0.007858276
Moderate 0.30539915 Low Con 0.156 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from …
Mortgage fraud has also increased DRASTICALLY since the influx of new immigrants coming to Canada within the last 10 years. And who is doing the fraud? 95% of the fraud cases are new immigrants from India. There are many good people that come from india, but there are FAR more than don't assimilate, have no interest in ever assimilating, and they abuse our social systems, stealing from every Canadian as well as cause our quality of life to drastically drop. Our healthcare systems are beyond overloaded and bursting at the seams, our housing prices have skyrocketed, our house and auto insurance rates have also gone through the roof. And speaking of going through the roof, numerous houses were lit on fire late last year from new immigrants irresponsibly lighting off MASSIVE amounts of fireworks during Diwali, then you have the crowds of Indian families going to our previously pristine beaches and digging pits, which they then proceeded to use as their bathroom. People were actually selling "Beach $hitter" t-shirts because the problem was getting so common. Immigration is ok, but the amount of people the Canadian government has allowed into Canada, ALL from totally different cultural origins, in such a short amount of time was never, and will never be sustainable. In my opinion, Canada needs to full stop close its borders to anyone immigrating for at minimum 5-10 years, to allow the countries infostructure time to catch up with the masses of people who have already come into the country. But that will never happen with the liberals at the helm, they would literally get rid of the whole concept of a "border" if they could. Elbows up ya dorks!
Identity Attack0.36702603
Insult0.18852992
Profanity0.031140719
Threat0.009644418
Severe Toxicity0.014188796
Moderate 0.30527395 Constructive 0.676 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberal Government Incompetence? No, Think.... Diabolical. Our historically successful immigration program, and the entire Carbon Tax/Credit/Capture system of values "is being abused'' to promote economic STAGFLATION in our nation, by WEF Great Reset Agenda influenced, …
Liberal Government Incompetence? No, Think.... Diabolical. Our historically successful immigration program, and the entire Carbon Tax/Credit/Capture system of values "is being abused'' to promote economic STAGFLATION in our nation, by WEF Great Reset Agenda influenced, Carney/Liberal government design.
Identity Attack0.038683333
Insult0.25404143
Profanity0.08613731
Threat0.0077154995
Severe Toxicity0.007019043
Moderate 0.30514878 Low Con 0.271 Unverified_Claim
Mar 2, 2026 1 likes LILLEY UNLEASHED: The fall of …
Having liberals in power for 11 years is a national disaster
Having liberals in power for 11 years is a national disaster
Identity Attack0.10235514
Insult0.24767025
Profanity0.05393682
Threat0.010757755
Severe Toxicity0.0061416626
Moderate 0.30514878 Low Con 0.209 Policy_Critique
Jan 19, 2026 1 likes Why Canada’s immigration system has …
Except the Liberals don't care, they are busy lining their own pockets. An Election ASAP so the citizens can choose. And Albertans can see just how Courpt the rest of this country is.
Except the Liberals don't care, they are busy lining their own pockets. An Election ASAP so the citizens can choose. And Albertans can see just how Courpt the rest of this country is.
Identity Attack0.0775651
Insult0.3388922
Profanity0.026180768
Threat0.0072753434
Severe Toxicity0.004711151
Moderate 0.30514878 Low Con 0.294 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
And this message is paid by the trustworthy CBC news media and it's affiliates who are subsidized by the federal liberal government who taxes the hell out of it's true natural born or legally immigrant …
And this message is paid by the trustworthy CBC news media and it's affiliates who are subsidized by the federal liberal government who taxes the hell out of it's true natural born or legally immigrant citizens that are always lied to from opposition government who are handcuffed by leftist government agencies or crown corporations who don't support in hiring these illegals that are sitting at home watching television on our welfare system , waiting to help us on our national tragedies , that our red cross agencies have to do ,by themselves to relieve economic and emotional distress. Is that enough brain washing and political rhetoric , or should I continue, that not only a tenth of the situations we are facing.
Identity Attack0.17381613
Insult0.24928534
Profanity0.1719469
Threat0.011430934
Severe Toxicity0.013414118
Moderate 0.30502358 Moderate Con 0.475
Sep 25, 2018 How much do refugees and …
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Simple answer - Liberals and bleeding heart woke liberal voters destroyed this once great nation that I used to be proud to live in.
Identity Attack0.12556632
Insult0.24928534
Profanity0.024677763
Threat0.0130621
Severe Toxicity0.0073242188
Moderate 0.30502358 Moderate Con 0.336 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Liberals using borrowed money to pay for immigration healthcare when Canadians cannot get care is absurd.
Liberals using borrowed money to pay for immigration healthcare when Canadians cannot get care is absurd.
Identity Attack0.16159154
Insult0.26957804
Profanity0.022764845
Threat0.0071070488
Severe Toxicity0.004863739
Moderate 0.3047732 Low Con 0.196 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Why. Why are Liberals selling out their own citizens. In every white country Liberals are fighting for migrants. Why. Who is bribing, blackmailing, and programing Liberals
Why. Why are Liberals selling out their own citizens. In every white country Liberals are fighting for migrants. Why. Who is bribing, blackmailing, and programing Liberals
Identity Attack0.316
Insult0.13064787
Profanity0.026454043
Threat0.01254427
Severe Toxicity0.008392334
Moderate 0.30439767 Low Con 0.277
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
WEF,SOROS , K .SCHABB PUT LIBERALS IN POWER TO DESTRY KANADA
WEF,SOROS , K .SCHABB PUT LIBERALS IN POWER TO DESTRY KANADA
Identity Attack0.10221587
Insult0.16824563
Profanity0.02973333
Threat0.13279422
Severe Toxicity0.012207031
Moderate 0.30427247 Low Con 0.123
Nov 21, 2025 1 likes Thousands of refugees allowed into …
No more liberals
No more liberals
Identity Attack0.29035977
Insult0.08508729
Profanity0.049928714
Threat0.028379176
Severe Toxicity0.009498596
Moderate 0.30427247 Moderate Con 0.32 Call_To_Action
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
Everything liberals put in place is a fraud How about we stop paying taxes until the fraud is gone
Everything liberals put in place is a fraud How about we stop paying taxes until the fraud is gone
Identity Attack0.06249457
Insult0.26957804
Profanity0.02433617
Threat0.0076507707
Severe Toxicity0.0044059753
Moderate 0.30427247 Low Con 0.193 Call_To_Action
Oct 3, 2025 IRCC Names India in Study …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family businesses we all know it go to your corner store you see it people that can't speak English convenience stores people are driving for Uber can't speak English people working at Tim Hortons can't speak English and it's really funny that even when I go to Tim Hortons they play Indian music they talk behind the counter in Indian why this is not rocket science we know what's going on we know it started with the liberal government this is all just a scam by Jeemeet Trudeau he even dressed up as an Indian what does that tell you he makes special trips to India what does that tell you and our borders are opened up to anybody from India to come in as a temporary foreign worker yeah just think about it Canada and don't forget elbows up elbows up 💪
Identity Attack0.13163337
Insult0.24928534
Profanity0.058445938
Threat0.008414571
Severe Toxicity0.010604858
Moderate 0.30319387 Constructive 0.578 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
CBC lies. Can't believe this liberal supported media.
CBC lies. Can't believe this liberal supported media.
Identity Attack0.04564415
Insult0.26957804
Profanity0.025497584
Threat0.00704232
Severe Toxicity0.0042533875
Low Tox 0.29953843 Low Con 0.223 Meta_Commentary
Jul 20, 2025 How much do refugees and …
It happens because our government doesn't care about Canadians anymore The Liberal party has ruined this country
It happens because our government doesn't care about Canadians anymore The Liberal party has ruined this country
Identity Attack0.17381613
Insult0.1823172
Profanity0.026454043
Threat0.012854968
Severe Toxicity0.005836487
Low Tox 0.295883 Moderate Con 0.308
Jan 27, 2026 Inside Canada's Indian Invasion...

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.