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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: "Out politicians are doing what …" 239 comments · Page 9 of 10
The good news is Justine Trudeau and his liberal politician friends only ate one lobster today in those mansions, the struggle is real.
The good news is Justine Trudeau and his liberal politician friends only ate one lobster today in those mansions, the struggle is real.
Identity Attack0.008398513
Insult0.054962315
Profanity0.014532468
Threat0.008919456
Severe Toxicity0.0021839142
Low Tox 0.11140333 Moderate Con 0.333 Humor_Satire
Aug 26, 2025 Why Canadians Are Turning Against …
Canada broke nothing. Our politicians sold us out.
Canada broke nothing. Our politicians sold us out.
Identity Attack0.013043936
Insult0.055547886
Profanity0.014634945
Threat0.0073789097
Severe Toxicity0.0015830994
Low Tox 0.11109332 Low Con 0.251
Jun 27, 2025 1 likes How Canada broke its immigration …
It's canadian politicians fault, why takes so many immigrants, every immigrants in small percentage will adapt to the culture but if they are in large number they won't, the politicians should know this
It's canadian politicians fault, why takes so many immigrants, every immigrants in small percentage will adapt to the culture but if they are in large number they won't, the politicians should know this
Identity Attack0.07591068
Insult0.02982438
Profanity0.010962827
Threat0.0066086366
Severe Toxicity0.0019264221
Low Tox 0.11088664 Moderate Con 0.424
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember, our politicians are importing people en masse out of the goodness of their hearts 🥰
Remember, our politicians are importing people en masse out of the goodness of their hearts 🥰
Identity Attack0.01087737
Insult0.046178754
Profanity0.013780965
Threat0.007068211
Severe Toxicity0.0014781952
Low Tox 0.11078331 Low Con 0.266 Humor_Satire
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
1800 deported cost 78 million, how ? ... Flight ticket 2000 each + stay in jail (fixed cost) + police catch ( police salary fixed cost ) ... Money in Politician pocket 😅
1800 deported cost 78 million, how ? ... Flight ticket 2000 each + stay in jail (fixed cost) + police catch ( police salary fixed cost ) ... Money in Politician pocket 😅
Identity Attack0.017766917
Insult0.029493837
Profanity0.012004685
Threat0.009903334
Severe Toxicity0.0021839142
Low Tox 0.10870059 Moderate Con 0.352
Dec 24, 2025 8 likes Deportations From Canada at Their …
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Identity Attack0.0543092
Insult0.031697463
Profanity0.011219022
Threat0.0076119336
Severe Toxicity0.001745224
Low Tox 0.10696511 Moderate Con 0.39
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
*This is what happens when your politicians sell you out to the highest bidder*
*This is what happens when your politicians sell you out to the highest bidder*
Identity Attack0.0076585566
Insult0.030926194
Profanity0.020032106
Threat0.0091524795
Severe Toxicity0.0019836426
Low Tox 0.102626406 Low Con 0.188 Policy_Critique
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Some politicians needed new votes to stay in power, so they opened wide the doors, inviting them and giving them benefits (paid for by taxpayers) without giving a dam that Canada was already in a …
Some politicians needed new votes to stay in power, so they opened wide the doors, inviting them and giving them benefits (paid for by taxpayers) without giving a dam that Canada was already in a housing crisis, Canada HAS to turn the "NO VACANCY" light on and send a bunch back. And before any governments send $$$ care packages to another country, Canadians should be asked if yes or no and about how much, NOT the governments. They are there to work FOR us not us for them!
Identity Attack0.014249804
Insult0.038566336
Profanity0.055940874
Threat0.0065697995
Severe Toxicity0.0027275085
Low Tox 0.102192536 Constructive 0.54 Policy_Critique
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
It’s just a news come and go , all politicians are sleeping including Canadians
It’s just a news come and go , all politicians are sleeping including Canadians
Identity Attack0.030433474
Insult0.033019636
Profanity0.012073003
Threat0.0078449575
Severe Toxicity0.0018119812
Low Tox 0.09915545 Low Con 0.133
Sep 28, 2025 IRCC Names India in Study …
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how …
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how do you get in as a conservative. Another Erin Otoole. Jason was a good politician until he got power.
Identity Attack0.007954539
Insult0.03710241
Profanity0.013029462
Threat0.006809296
Severe Toxicity0.0013160706
Low Tox 0.09525062 Moderate Con 0.485 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Bike guy is keeping it real. He should replace their politicians.
Bike guy is keeping it real. He should replace their politicians.
Identity Attack0.005512681
Insult0.038566336
Profanity0.013849284
Threat0.009023022
Severe Toxicity0.0014972687
Low Tox 0.091913216 Moderate Con 0.361 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberal policies are responsible to Canada's disasters, but never interested in changing policies to improve Canadians way of life..Government is to work for the people, not for the politicians wallets..
Liberal policies are responsible to Canada's disasters, but never interested in changing policies to improve Canadians way of life..Government is to work for the people, not for the politicians wallets..
Identity Attack0.02238941
Insult0.03665562
Profanity0.010296722
Threat0.006097279
Severe Toxicity0.0012779236
Low Tox 0.091913216 Moderate Con 0.359 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
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 …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Its the Canadian politicians that is dividing Canada ... the people here are united .
Its the Canadian politicians that is dividing Canada ... the people here are united .
Identity Attack0.038425524
Insult0.026702631
Profanity0.010450439
Threat0.0066151097
Severe Toxicity0.0014972687
Low Tox 0.07371122 Moderate Con 0.432 Identity_Assertion
Feb 11, 2026 2 likes Canada's tighter immigration policy divides …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
Not one law or rule in 15 years has helped.the masses only politicians and corporations when will we wake up
Not one law or rule in 15 years has helped.the masses only politicians and corporations when will we wake up
Identity Attack0.0048837173
Insult0.026960457
Profanity0.01220964
Threat0.007353018
Severe Toxicity0.0012588501
Low Tox 0.057005897 Low Con 0.299 Policy_Critique
Jan 20, 2026 Canada’s new rules in 2026
Well I'm tired that I'm told I have privilege when I have family buried in Holland that politicians pretend to honor for a few minutes one day a year and then go and look for …
Well I'm tired that I'm told I have privilege when I have family buried in Holland that politicians pretend to honor for a few minutes one day a year and then go and look for another freedom to take. And that doesn't take into account those who served and those who spent time in prisoner of war camp. Thankyou sir for valuing and embracing your new country.
Identity Attack0.016360072
Insult0.022770792
Profanity0.011219022
Threat0.0071199946
Severe Toxicity0.0014209747
Low Tox 0.054531995 Constructive 0.791
Aug 25, 2025 19 likes Why Canadians Are Turning Against …
That is the reason I think AI should rule the country, not the politicians. Politicians clearly make wrong decisions one after the other. Their only concern is to save their seats. 😊
That is the reason I think AI should rule the country, not the politicians. Politicians clearly make wrong decisions one after the other. Their only concern is to save their seats. 😊
Identity Attack0.007954539
Insult0.025284592
Profanity0.010587076
Threat0.0066927844
Severe Toxicity0.0009393692
Low Tox 0.054531995 Moderate Con 0.5 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Anyone not in Canada more than twenty 20 years should be removed from positions of authority. Including, POLITICIANS, POLICE, TEACHERS, IMMIGRATION all government workers and any other role that influences our decisions, our youth and …
Anyone not in Canada more than twenty 20 years should be removed from positions of authority. Including, POLITICIANS, POLICE, TEACHERS, IMMIGRATION all government workers and any other role that influences our decisions, our youth and our future in CANADA. Teach them how to adapt and be Canadian. Michelle Rempell Garner dishing it out on our behalf. God grant her strength and wisdom.
Identity Attack0.017967897
Insult0.018129934
Profanity0.010228404
Threat0.011586283
Severe Toxicity0.0022602081
Low Tox 0.051563308 Constructive 0.506 Call_To_Action
Oct 1, 2025 7 likes IRCC Names India in Study …
Tell your politicians 😅😅😅
Tell your politicians 😅😅😅
Identity Attack0.0065856185
Insult0.021546122
Profanity0.017231047
Threat0.0074824756
Severe Toxicity0.00166893
Low Tox 0.051068526 Low Con 0.25 Call_To_Action
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem isn’t immigration it’s how rapid the immigration was there should’ve been a cap so that there wasn’t a major influx of people that destroyed the culture if immigration was controlled and had a …
The problem isn’t immigration it’s how rapid the immigration was there should’ve been a cap so that there wasn’t a major influx of people that destroyed the culture if immigration was controlled and had a yearly limit to how many people could immigrate that would’ve preserved canadas culture and forced immigrants to assimilate to Canadian culture. But all politicians saw was 💰 so they made it easier.
Identity Attack0.023796257
Insult0.01838776
Profanity0.011970525
Threat0.006835188
Severe Toxicity0.0012207031
Low Tox 0.048842013 Moderate Con 0.442 Policy_Critique
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Whom will be the FIRST politician to Take my Money and Donate it to somebody ELSE-- cause he is feeling VIRTUOUS ?
Whom will be the FIRST politician to Take my Money and Donate it to somebody ELSE-- cause he is feeling VIRTUOUS ?
Identity Attack0.0037182847
Insult0.023479814
Profanity0.012448754
Threat0.0061749537
Severe Toxicity0.0011825562
Low Tox 0.04834723 Low Con 0.183 Humor_Satire
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Identity Attack0.01555616
Insult0.01838776
Profanity0.011441057
Threat0.007417747
Severe Toxicity0.0015544891
Low Tox 0.04760506 Low Con 0.221 Comparative_Framing
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It's no difference. Politicians do what they want to do anyway. That's the sad truth of democracy today.
It's no difference. Politicians do what they want to do anyway. That's the sad truth of democracy today.
Identity Attack0.006511623
Insult0.021546122
Profanity0.010979908
Threat0.006194372
Severe Toxicity0.00084400177
Low Tox 0.046120718 Low Con 0.29
Nov 17, 2025 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.