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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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I did not vote for …" 678 comments · Page 20 of 28
The problem is the taxpayers pay for other peoples benefits plus the problem is the people voted for their own downfall, third the solutions are to not vote blindly and to start businesses so their …
The problem is the taxpayers pay for other peoples benefits plus the problem is the people voted for their own downfall, third the solutions are to not vote blindly and to start businesses so their are more jobs to fill, sell to the migrants.
Identity Attack0.062039822
Insult0.031807642
Profanity0.012141321
Threat0.007029374
Severe Toxicity0.0018596649
Low Tox 0.11109332 Moderate Con 0.431 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
Everyone who voted for the liberal government did vote for mass immigration.
Everyone who voted for the liberal government did vote for mass immigration.
Identity Attack0.0543092
Insult0.028281843
Profanity0.014839902
Threat0.006543908
Severe Toxicity0.0020217896
Low Tox 0.11088664 Low Con 0.247
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
And you Canadians are still gonna vote Liberal. Smh
And you Canadians are still gonna vote Liberal. Smh
Identity Attack0.06567776
Insult0.030816011
Profanity0.0157622
Threat0.0068999166
Severe Toxicity0.0026512146
Low Tox 0.11088664 Low Con 0.184 Call_To_Action
Jan 21, 2026 Canada’s new rules in 2026
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Unfortunately, these problems will never end as the voting populous wants liberals in power. The old Canada will never return
Identity Attack0.051580742
Insult0.0350029
Profanity0.011782649
Threat0.007935578
Severe Toxicity0.002040863
Low Tox 0.10913446 Low Con 0.243 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
India 2.0 and Canadians voted for this (Liberals).
India 2.0 and Canadians voted for this (Liberals).
Identity Attack0.057037655
Insult0.032909457
Profanity0.014498309
Threat0.006874025
Severe Toxicity0.0030517578
Low Tox 0.10870059 Low Con 0.29 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become …
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become Canadian citizens, they is how they take our country from us. This was always their plan.
Identity Attack0.06249457
Insult0.030044744
Profanity0.011782649
Threat0.007301235
Severe Toxicity0.0024604797
Low Tox 0.10783285 Moderate Con 0.34
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
Tell it to the people who voted for the Liberal, Mark Carney will magically made Canada great again, elbows up! 🤣🤣🤣🤣
Tell it to the people who voted for the Liberal, Mark Carney will magically made Canada great again, elbows up! 🤣🤣🤣🤣
Identity Attack0.015053716
Insult0.039737478
Profanity0.019485557
Threat0.007340072
Severe Toxicity0.002784729
Low Tox 0.10783285 Low Con 0.233 Humor_Satire
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
When I was a small child, I had planned to go to European and American countries based on my knowledge and good values and not for money because I thought that people with good education …
When I was a small child, I had planned to go to European and American countries based on my knowledge and good values and not for money because I thought that people with good education and rules followed lived there. Now I am 18 and it is very sad to see that people who lack basic manners are going there in exchange of money, yes it is true that you cannot bring knowledge and good values in yourself with money, European people and American people should also think about this and should ask questions to their government that why are they bringing these people to get profit in the vote bank or are they very educated people, but looking at the condition it is not true that Their parents may have also taught them basic manners, many Indians do not have the flexibility to change their habits after seeing the country, but they would have had problems with people coming to their country from outside who did not live in the Indian culture, but if they did not live with outsiders and were forbidden to do that, then that would be racism! One should follow whatever religion one wants but see again it should change with the new environment, even in nature when a species migrates to a new place it follows the rules and practices it uses, it does not mean that its genetics change completely.
Identity Attack0.037136484
Insult0.03511308
Profanity0.027683776
Threat0.007598988
Severe Toxicity0.0028038025
Low Tox 0.10609736 Constructive 0.759 Identity_Assertion
Feb 11, 2026 3 likes Inside Canada's Indian Invasion...
The ONLY reason why the liberals won is because the immigrants were the ones who voted for them and it shows that there’s practically more immigrants in this country than there is Canadians
The ONLY reason why the liberals won is because the immigrants were the ones who voted for them and it shows that there’s practically more immigrants in this country than there is Canadians
Identity Attack0.09576365
Insult0.02373764
Profanity0.0128245065
Threat0.005893383
Severe Toxicity0.0019454956
Low Tox 0.10609736 Moderate Con 0.325 Unverified_Claim
Sep 26, 2025 2 likes Why Canadians Are Turning Against …
Canadians continue to vote for open borders political parties election after election. So no, they aren't tired of invasion.
Canadians continue to vote for open borders political parties election after election. So no, they aren't tired of invasion.
Identity Attack0.057492398
Insult0.028502205
Profanity0.012004685
Threat0.007754337
Severe Toxicity0.0024318695
Low Tox 0.10609736 Moderate Con 0.392
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Yet our population keeps voting the liberals in. The liberals will just keep letting them in and giving them all of our money.
Yet our population keeps voting the liberals in. The liberals will just keep letting them in and giving them all of our money.
Identity Attack0.03249594
Insult0.033019636
Profanity0.013439372
Threat0.0079873605
Severe Toxicity0.0019931793
Low Tox 0.102626406 Low Con 0.178
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
Who needs cabel .......👩‍🦰 boomers voted for it then when carnage said he was gonna implemented unrealise gains taxes on their property boomers sold andd fled to another country cheaper small towns
Who needs cabel .......👩‍🦰 boomers voted for it then when carnage said he was gonna implemented unrealise gains taxes on their property boomers sold andd fled to another country cheaper small towns
Identity Attack0.0102854045
Insult0.04910661
Profanity0.01941724
Threat0.006162008
Severe Toxicity0.001745224
Low Tox 0.102626406 Low Con 0.252
Aug 29, 2025 Why Canadians Are Turning Against …
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 $$$ care packages to another country, Canadians should be asked if yes or no and about how much, NOT the governments. They are there to work FOR us not us for them!
Identity Attack0.014249804
Insult0.038566336
Profanity0.055940874
Threat0.0065697995
Severe Toxicity0.0027275085
Low Tox 0.102192536 Constructive 0.54 Policy_Critique
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
Well, as much as I don't like saying it, Canadians repeatedly voted for this. And still will not admit their own part in the problem. Denial makes no difference to facts. If open the front …
Well, as much as I don't like saying it, Canadians repeatedly voted for this. And still will not admit their own part in the problem. Denial makes no difference to facts. If open the front door, the back door the side door the pet entrance, the chimney, the gates and virtue signal "welcome" is it possible that those who have failed to make a nice home for themselves, see yours and rush into it to occupy it? And then being the failures at home-making that they provenly are (5000 years of proof - certainly, 80years of visible recorded evidence- since the Brits left them to do it on their own) turn yours into a squalid mess?
Identity Attack0.02439919
Insult0.045593183
Profanity0.01627459
Threat0.007365964
Severe Toxicity0.0024318695
Low Tox 0.102192536 Moderate Con 0.432
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This isnt about getting more votes. Follow the money. Someone is paying themselves huge $$$ overseeing billions that are handed out to illegals. Seems illegals have more rights than our vets or ave citizen. If …
This isnt about getting more votes. Follow the money. Someone is paying themselves huge $$$ overseeing billions that are handed out to illegals. Seems illegals have more rights than our vets or ave citizen. If your middle class and loose your job the govt wants to cut you off, but can give free medical, housing, food, clothing, schooling, training. As a citizen you cant get that. Your taxes will be raised and raised to pay for more of this.
Identity Attack0.06613251
Insult0.028061481
Profanity0.011594773
Threat0.0077672824
Severe Toxicity0.0024986267
Low Tox 0.102192536 Constructive 0.515
Jul 12, 2019 How much do refugees and …
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 …
Things will never change here until the Liberal government is gone so stop voting for them .
Things will never change here until the Liberal government is gone so stop voting for them .
Identity Attack0.021987455
Insult0.029714199
Profanity0.014464149
Threat0.010110466
Severe Toxicity0.002193451
Low Tox 0.10089093 Moderate Con 0.319 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Do we believe government funded media anymore? Not lies. Just untruths. Tell people what they wanna hear. Votes.
Do we believe government funded media anymore? Not lies. Just untruths. Tell people what they wanna hear. Votes.
Identity Attack0.0042917514
Insult0.04383647
Profanity0.014088398
Threat0.0068999166
Severe Toxicity0.001449585
Low Tox 0.10045706 Low Con 0.128 Meta_Commentary
Dec 30, 2025 Deportations From Canada at Their …
I keep hearing people over fifty voted Liberal. I'm 65 and myself and my many friends voted Conservative. I believe it was rigged. Razor thin margins in favour of the Liberals. Yeah o.k. They used …
I keep hearing people over fifty voted Liberal. I'm 65 and myself and my many friends voted Conservative. I believe it was rigged. Razor thin margins in favour of the Liberals. Yeah o.k. They used Donald, to say most of us changed our minds and wanted to reward the Liberals for their stellar performance over the last ten years. We need change now!
Identity Attack0.018872296
Insult0.036545437
Profanity0.019348921
Threat0.0077284453
Severe Toxicity0.0019550323
Low Tox 0.10045706 Constructive 0.762
Aug 27, 2025 Why Canadians Are Turning Against …
Send them back!! Vote Conservative next federal election!
Send them back!! Vote Conservative next federal election!
Identity Attack0.014350293
Insult0.02657372
Profanity0.013712646
Threat0.02682521
Severe Toxicity0.0030326843
Low Tox 0.09828771 Low Con 0.266 Call_To_Action
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
Ontario you voted for the Liberals, you deserve it.
Ontario you voted for the Liberals, you deserve it.
Identity Attack0.02138452
Insult0.028171662
Profanity0.014395831
Threat0.021300001
Severe Toxicity0.0039482117
Low Tox 0.09828771 Moderate Con 0.379 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants overflowing from Bampton into Mississauga and neighbouring areas. Liberals and NDP brought them in to buy votes for a majority win in Canada's elections.
Immigrants overflowing from Bampton into Mississauga and neighbouring areas. Liberals and NDP brought them in to buy votes for a majority win in Canada's elections.
Identity Attack0.056582913
Insult0.02708937
Profanity0.010706633
Threat0.006686311
Severe Toxicity0.0016975403
Low Tox 0.09828771 Moderate Con 0.403
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I never was asked if I wanted this mass immigration and I never ever voted for it. I am 50 years old. Tell me this isn't by design
I never was asked if I wanted this mass immigration and I never ever voted for it. I am 50 years old. Tell me this isn't by design
Identity Attack0.04951127
Insult0.020966014
Profanity0.01220964
Threat0.006576272
Severe Toxicity0.0019931793
Low Tox 0.09611836 Constructive 0.506 Personal_Narrative
Feb 17, 2026 93 likes LILLEY UNLEASHED: The fall of …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . On that note the current liberal party is not really liberal and the old voters don’t realize the Conservative Party is much closer to center than the liberals and the liberal left are smart enough to keep them voting . IF A LIBERAL FROM 1960 SHOWED UP IN 2025 HE'D BE CONSIDERED A CONSERVATIVE IF A LIBERAL FROM 2025 SHOWED UP IN 1960 HE'D BE CONSIDERED A DANGEROUS LUNATIC
Identity Attack0.016159095
Insult0.045007613
Profanity0.017162729
Threat0.0070552654
Severe Toxicity0.0020313263
Low Tox 0.09611836 Constructive 0.682 Comparative_Framing
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadian people voted for this! 🤷‍♂️
Canadian people voted for this! 🤷‍♂️
Identity Attack0.04796442
Insult0.024382202
Profanity0.012346277
Threat0.0069905366
Severe Toxicity0.0023078918
Low Tox 0.09438288 Low Con 0.26 Meta_Commentary
Sep 19, 2025 5 likes 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.