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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: "As a Liberal voter, I …" 79 comments · Page 2 of 4
I hope anyone in the comments outraged about this arent liberal voters. If you are a liberal voter this is the cause of your actions, Trudeau welcomed known terrorists into this country, youre on youtube, …
I hope anyone in the comments outraged about this arent liberal voters. If you are a liberal voter this is the cause of your actions, Trudeau welcomed known terrorists into this country, youre on youtube, look up the prime minister of india calling out the canadian government for welcoming all their criminals into our country. This wont stop when you vote for this to happen🤦🏼‍♂️
Identity Attack0.17769934
Insult0.24767025
Profanity0.015420608
Threat0.011146127
Severe Toxicity0.007095337
Low Tox 0.2922276 Moderate Con 0.406 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
This is Liberal VOTERS want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
This is Liberal VOTERS want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
Identity Attack0.2795294
Insult0.15556364
Profanity0.020442016
Threat0.044278983
Severe Toxicity0.011367798
Low Tox 0.28674445 Low Con 0.18
Nov 29, 2025 How Canada broke its immigration …
Canada 🇨🇦 has been trying to attract more people from Europe and that has failed for years now because of our winters. Nobody has children like in the past and the demographic of our population …
Canada 🇨🇦 has been trying to attract more people from Europe and that has failed for years now because of our winters. Nobody has children like in the past and the demographic of our population has declined. If we don’t have children, then who’s going to pay for the pensioners to live? All the comments here are just about how crooked the liberals are and not a bad word about PP. If you google him you’ll find that he is worth $95 million and he’s a shareholder of Brookfield and yet he’s a god in the same eyes. Well Carney is a banker and I would expect a banker to have more money than just about anyone. I’m a conservative voter but I am proud to say that I voted for Carney otherwise we would have been sold out to the USA . The problems with immigration is a very strong and should be reviewed and corrected.
Identity Attack0.068465814
Insult0.26957804
Profanity0.05393682
Threat0.0074565844
Severe Toxicity0.0060653687
Low Tox 0.2854903 Constructive 0.748 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Thats what the Liberal Voters want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
Thats what the Liberal Voters want. Unvetted, unskilled immigrants that are dependent on the taxpayers for LIFE
Identity Attack0.27778897
Insult0.11172232
Profanity0.020100424
Threat0.055917133
Severe Toxicity0.010986328
Low Tox 0.28425202 Low Con 0.197
Nov 28, 2025 Why Canadians Are Turning Against …
Liberal voters are really poor at math. One woman said it cost $2 a week for a family of 4 in health care costs for refugees. She was off by $985 million for all refugees.
Liberal voters are really poor at math. One woman said it cost $2 a week for a family of 4 in health care costs for refugees. She was off by $985 million for all refugees.
Identity Attack0.12440576
Insult0.24903896
Profanity0.019963788
Threat0.006809296
Severe Toxicity0.0041007996
Low Tox 0.27750343 Moderate Con 0.452 Policy_Critique
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
I'm surprised no liberal voters are calling this dude a "racist" because it involves Indians. He is literally interviewing both sides of this issue. In my opinion, if the liberal government stays in power, and …
I'm surprised no liberal voters are calling this dude a "racist" because it involves Indians. He is literally interviewing both sides of this issue. In my opinion, if the liberal government stays in power, and more and more liberal voters use the racism card on people who point out these issues just to make themselves feel like a good person, more and more major cities in Canada will be filled of them who either entered as an international student, or as an asylum seeker. It is not "multiculturalism" or "diversity" if there is only people from one culture coming to Canada? Where are the people from countries like Italy? Germany? Ukraine? Mexico? It is not racist to point out how in very few homes, most notably in Brampton, around 7 or more people live in one house. It is not racist to point out how these Indians need to learn to write and speak proper English. It is not racist to point out how they need to adapt to our civilized way of life here in Canada. It is not racist to point out the rise in crime done by people of Indian descent. It is not racist to point out how, coincidentally, the quality in Tim Hortons has dropped lately, when in a majority of them have workers of Indian descent, which are usually in major cities. How so? The liberal-imposed foreign worker plan, plus a little bit of corporate greed. It is not racist to point out that Indian "international students" are getting their food from food banks, which are supposed to be for the poor, and how some places of work only hire Indians, because they are run by Indians. Why is this discussion even about Indians? Because they make up HUGE majority of people coming to live in Canada. Matter of fact, this does not apply to Indians coming to Canada, but to whoever goes to live in another country. It does not take much out of you to at least adapt to the way of life in which ever country you go to. The conservative party sees this in a way that the liberals do not. Come back to this comment in another 10-20 years when the liberals are still in power. You'll see the difference.
Identity Attack0.27759558
Insult0.110259406
Profanity0.02303812
Threat0.008065036
Severe Toxicity0.005645752
Low Tox 0.2540519 Constructive 0.705
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
The damage is done. Liberals ruined this country and let us down. They are just importing their voters. In 10 years they’ve been in power they created tones of new citizens to vote for them. …
The damage is done. Liberals ruined this country and let us down. They are just importing their voters. In 10 years they’ve been in power they created tones of new citizens to vote for them. I’m a first generation immigrant. The selection process for us was extremely hard. We were well educated professionals with university degrees, healthy (checked), had to provide funds allowing us to live for at least 6 months without any support from welfare organizations, no OHIP for 3 months. Why has this system been changed? How do all these people without education, money or skills coming here? Why our country is flooded with illegal immigrants? I love Canada dearly. It’s my home now. I’m a proud Canadian. And I’m very sed to watch my country decline like that. Shame on you Liberals.
Identity Attack0.10221587
Insult0.16788013
Profanity0.029050145
Threat0.010550622
Severe Toxicity0.005569458
Low Tox 0.25084448 Constructive 0.678 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Let's all keep voting liberal! Because elbows up, right? So is crime, housing prices, poverty, sickness, government sanctioned suicide. Yep, keep it up liberals and liberal voters.
Let's all keep voting liberal! Because elbows up, right? So is crime, housing prices, poverty, sickness, government sanctioned suicide. Yep, keep it up liberals and liberal voters.
Identity Attack0.10221587
Insult0.089778624
Profanity0.015932998
Threat0.035113025
Severe Toxicity0.00579834
Low Tox 0.2396185 Low Con 0.236 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
Liberals losing Voters 😢
Liberals losing Voters 😢
Identity Attack0.10221587
Insult0.1505596
Profanity0.024472807
Threat0.00951496
Severe Toxicity0.0049972534
Low Tox 0.23739935 Low Con 0.298 Policy_Critique
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Liberal voters continuing to destroy Canada even after a 10 year track record of failure.
Liberal voters continuing to destroy Canada even after a 10 year track record of failure.
Identity Attack0.072601855
Insult0.089778624
Profanity0.015591404
Threat0.038911607
Severe Toxicity0.0045776367
Low Tox 0.23451406 Low Con 0.126
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
At the beginning, immigrants DID NOT receive citizenship for 10 years. They could NOT be out of Canada for 5 years & were THOROUGHLY vetted, something that changed in 2015 when Trudeau was unfortunately elected!! …
At the beginning, immigrants DID NOT receive citizenship for 10 years. They could NOT be out of Canada for 5 years & were THOROUGHLY vetted, something that changed in 2015 when Trudeau was unfortunately elected!! Canadian citizenship is no longer precious & we have the LIBERALS & LIBERAL VOTERS to blame!!
Identity Attack0.13805299
Insult0.082619295
Profanity0.013302735
Threat0.0068869707
Severe Toxicity0.0041389465
Low Tox 0.20335422 Constructive 0.567 Policy_Critique
Feb 23, 2026 LILLEY UNLEASHED: The fall of …
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
Identity Attack0.054763943
Insult0.07270074
Profanity0.014703264
Threat0.008945347
Severe Toxicity0.004310608
Low Tox 0.17371799 Low Con 0.252 Call_To_Action
Feb 23, 2026 2 likes LILLEY UNLEASHED: The fall of …
$78Million to deport 18,000?! Another bureaucratic catastrophe!! Now we only have about 600,000 to go!! Wait til you see the cost for this!! Thank you Liberal voters.
$78Million to deport 18,000?! Another bureaucratic catastrophe!! Now we only have about 600,000 to go!! Wait til you see the cost for this!! Thank you Liberal voters.
Identity Attack0.034558404
Insult0.06354945
Profanity0.013268576
Threat0.009592636
Severe Toxicity0.0030517578
Low Tox 0.1641865 Moderate Con 0.355
Dec 25, 2025 1 likes Deportations From Canada at Their …
Well on our way to becoming a low-trust society. Thank a liberal voter.
Well on our way to becoming a low-trust society. Thank a liberal voter.
Identity Attack0.040745795
Insult0.075868964
Profanity0.013473531
Threat0.0068869707
Severe Toxicity0.002374649
Low Tox 0.16043124 Low Con 0.269 Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
Anyone notice all the new commercials on how great Canada is on TV. That’s the liberals trying to focus its voters away from all the corruption being committed behind closed doors. Real Canadians know what …
Anyone notice all the new commercials on how great Canada is on TV. That’s the liberals trying to focus its voters away from all the corruption being committed behind closed doors. Real Canadians know what they are doing 🤬
Identity Attack0.04796442
Insult0.083112895
Profanity0.014464149
Threat0.0066668927
Severe Toxicity0.0025558472
Low Tox 0.16043124 Low Con 0.297 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
Liberals have broke the social contract, we relied on them and they squandered our wealth. Liberals will let the fraud continue, because its cheaper to do nothing then put resources into finding them. They also …
Liberals have broke the social contract, we relied on them and they squandered our wealth. Liberals will let the fraud continue, because its cheaper to do nothing then put resources into finding them. They also don't have the will to tell public sector workers to get to work and find the fraud. Liberals would rather get those asylum claimants towards making voters out of them than do anything to curb the fraud.
Identity Attack0.042292643
Insult0.07808672
Profanity0.015898837
Threat0.007547205
Severe Toxicity0.0023460388
Low Tox 0.15987846 Moderate Con 0.406 Policy_Critique
Feb 23, 2026 1 likes 'We do know that there's …
Liberals are manufacturing liberal voters 😮
Liberals are manufacturing liberal voters 😮
Identity Attack0.05976611
Insult0.06372428
Profanity0.02474608
Threat0.008582866
Severe Toxicity0.004043579
Low Tox 0.15656179 Low Con 0.159 Unverified_Claim
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue us. U.S. will not tolerate a communist government next door. We shall thank all the liberal voters for making it happen.
Identity Attack0.0376521
Insult0.060927123
Profanity0.015079016
Threat0.010731863
Severe Toxicity0.002822876
Low Tox 0.1460314 Moderate Con 0.348 Fear_Threat
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
It’s easy to find them they are working at Tim Hortons walmart gas stations driving trucks the liberals know where they are they just want to close their eyes because they see them as their …
It’s easy to find them they are working at Tim Hortons walmart gas stations driving trucks the liberals know where they are they just want to close their eyes because they see them as their future voters
Identity Attack0.019776696
Insult0.039444692
Profanity0.014566627
Threat0.01086132
Severe Toxicity0.0024604797
Low Tox 0.11057663 Low Con 0.2
Oct 3, 2025 2 likes IRCC Names India in Study …
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 …
Thank you don't come again. Lol but my guess is there's no intention on them leaving. There liberal voters
Thank you don't come again. Lol but my guess is there's no intention on them leaving. There liberal voters
Identity Attack0.019475231
Insult0.034562174
Profanity0.02303812
Threat0.007857903
Severe Toxicity0.0022506714
Low Tox 0.10696511 Moderate Con 0.335 Humor_Satire
Jan 17, 2026 1 likes 2.9 million Canadian temporary visas …
Liberals are using immigration to build up voters hence why the give these people better living conditions than Canadians, give businesses incentives to hire them over Canadian born and even give them better and faster …
Liberals are using immigration to build up voters hence why the give these people better living conditions than Canadians, give businesses incentives to hire them over Canadian born and even give them better and faster healthcare while the tax payer dies waiting to get life threatening surgeries.
Identity Attack0.04048799
Insult0.02657372
Profanity0.012038844
Threat0.011586283
Severe Toxicity0.0025367737
Low Tox 0.1013248 Moderate Con 0.426 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Hahaha there you go liberal voters, you ask for it, so have fun.
Hahaha there you go liberal voters, you ask for it, so have fun.
Identity Attack0.02138452
Insult0.031146556
Profanity0.021398475
Threat0.0071588317
Severe Toxicity0.0024414062
Low Tox 0.09611836 Low Con 0.172 Humor_Satire
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
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 …
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Identity Attack0.039714564
Insult0.026960457
Profanity0.011543535
Threat0.0077284453
Severe Toxicity0.0019359589
Low Tox 0.09112182 Low Con 0.261
Sep 8, 2025 1 likes 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.