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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: "Yes! Don, you are so …" 252 comments · Page 7 of 11
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have …
I think due to the prosperity and stability Canada has enjoyed for so long Canadians have developed a certain standard of living and expectations in regards to that. So no, we don't want to have to work 2-3 minimum wage paying jobs to get by, no we don't want to live 4 or more to a 400 sqft studio apartment, yes we want to be able to afford our own homes, yes we want to be able to achieve a stable middle class lifestyle. That doesn't work for the crony capitalists who's greed and lust for power always needs satiating. So we have the Liberal government bringing in more immigrants than we have infrastructure to accommodate in an effort to keep wages down so profits can always be up. Immigrants who are willing to accept a lower quality of life than what most Canadians expect/accustom to because it's still superior to where they came from. So the quality of life for all Canadians is exponentially reduced. We are to accept a lower quality of life and if we resist then we are branded with all kinds of derogatory names; racist, xenophobe, fascist, unacceptable fringe, far-right extremists, et al. What's undeniable is that before the Liberals took power in 2015 we had an immigration system in Canada that worked quite well and that since the Liberals took power our immigration system is a destructive mess. This isn't by accident or incompetence, it's intentional, by design. Unfortunately Canada has a problem with so much of our population being ideologically blind, willingly ignorant, easily manipulated, cowardly staying in an abusive relation with our current oppressive government. Question is can the country be saved before too much damage is done?
Identity Attack0.030433474
Insult0.0820023
Profanity0.021056883
Threat0.0068416605
Severe Toxicity0.00289917
Low Tox 0.15213956 Constructive 0.741
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I went to apply for a job. The employer asked me if I'm a part of a visible minority. I said yes and he asked which one. I told him caucasian.
I went to apply for a job. The employer asked me if I'm a part of a visible minority. I said yes and he asked which one. I told him caucasian.
Identity Attack0.16801116
Insult0.029383656
Profanity0.04867618
Threat0.009256045
Severe Toxicity0.004673004
Low Tox 0.15158679 Constructive 0.588 Humor_Satire
Nov 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone with a brain can see what the USA has become these days (government wise) But a controlled program without liberals and conservatives talking it into the ground. Or going the human rights violations route. We would see a noticeable decrease in this very evident problem, and yes it’s problem. I’m not liberal or conservative at all and you should not need to be either to see the problem.
Identity Attack0.058401883
Insult0.06617179
Profanity0.025497584
Threat0.010369381
Severe Toxicity0.003566742
Low Tox 0.15103401 Constructive 0.665
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
refugees or someone who comes into this country due to a disaster and they have nowhere to live what she's talking about is somebody requesting a visa. I've been through this system not me but …
refugees or someone who comes into this country due to a disaster and they have nowhere to live what she's talking about is somebody requesting a visa. I've been through this system not me but I've looked it all up and yes if somebody wants to come here to America on a visa somebody hast to be willing to take care of them. But when somebody crosses the border that has no one here We pay for them. When Cuba had that hurricane all those people came here because they had nowhere to live they are citizens but yeah that's what you would call a refugee
Identity Attack0.08087392
Insult0.047349896
Profanity0.043165036
Threat0.008298059
Severe Toxicity0.0039482117
Low Tox 0.13388206 Constructive 0.806
Feb 15, 2020 How much do refugees and …
I have lived over 15 years in Canada. I am an immigrant, and also don't like much when people bring their narrow understanding of their world, regardless of the culture. But, that doesn't equal to …
I have lived over 15 years in Canada. I am an immigrant, and also don't like much when people bring their narrow understanding of their world, regardless of the culture. But, that doesn't equal to automatically blame the immigrants for new generations not having a job, or slavery wages. These are problems created by the government and corporations, selling us a very expensive existence. Yes, integration is essentiall. But also be open to learn something from those others cultures. Don't be ethnocentric. We all have something to learn from each other
Identity Attack0.08004672
Insult0.06354945
Profanity0.017026093
Threat0.00704232
Severe Toxicity0.0028800964
Low Tox 0.13388206 Constructive 0.852 Moral_Argument
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
"it used to be called a multicultural city" ah yes the exact rhetoric you don't realise or wont admit was the slippery slope that led to what Brampton looks like now.
"it used to be called a multicultural city" ah yes the exact rhetoric you don't realise or wont admit was the slippery slope that led to what Brampton looks like now.
Identity Attack0.05612817
Insult0.057890166
Profanity0.0138151245
Threat0.006492125
Severe Toxicity0.0025367737
Low Tox 0.13214645 Moderate Con 0.405
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We need to stop being so naive about mass immigration, yes, the "racists" were 100% correct.
We need to stop being so naive about mass immigration, yes, the "racists" were 100% correct.
Identity Attack0.030951079
Insult0.043952078
Profanity0.000049512324
Threat0.00020219883
Severe Toxicity0.000004228455
Low Tox 0.1320546 Fear_Threat
Dec 7, 2025 1 likes
Yes So many Got in via Privet university or collages. all documents should be rechecked and deport them as fraud documents.
Yes So many Got in via Privet university or collages. all documents should be rechecked and deport them as fraud documents.
Identity Attack0.010951365
Insult0.062150877
Profanity0.014874061
Threat0.012440704
Severe Toxicity0.002298355
Low Tox 0.13041082 Moderate Con 0.414
Sep 28, 2025 5 likes IRCC Names India in Study …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality this is not legitimate immigrants. It's unlawful what the govt has done and therefore these people are immigrants under cover of law. Or color of law. It's defacto. I call them illegal migrants. Most are not doctors or engineers or trades people even. Most are young men from 19 to their 30's. According to Investigative Journalist Joshua Philipp of the Epoch Times, Through visiting Darian gap, he found UN tents helping illegal migrants to get to the US. But they had to pass through cartel territory. They had to pay the cartels a fee or die or be raped or both. Yes it's brutal some things but apparently before Obama left office he signed an international agreement to import people globally from mostly Islamic countries and create open borders. We see Chinese, and many people from different parts of South America and even Africa crossing to the US. A lot of whom end up in Canada. So before they cross into the US they toss their IDs Especially if they are from countries that are flagged by the US as questionable or terrorist possibilities. So this leads to a lot coming to Canada. I'm sure you heard of Roxham Rd crossing? It's officially closed but people still cross into Canada from the US going through there. There's also piles of IDs at that border crossing also. Anyways these open border policies has cut out in depth screening so we really don't know who is in Canada as true asylum seekers or immigrants. To add to this complexity, over 300,000 Canadian travel documents have been stolen from CBSA Canadian Border Services Agency. 280,000 of those were blank Canadian passports. SO we really don't know who's walking on Canadian soil. This was confirmed by Luc Sabourin a former CBSA agent. He got forced out because he was asking the right questions and giving the right evidence. Here's the interview with Joshua and the interview with Luc. Have a watch n listen. https://www.youtube.com/watch?v=obgZ-Oh6Es0&t=4s https://www.youtube.com/watch?v=QdIjTSAzUXE&t=91s JamCan I'm with you 100% you are right on the money ! Great work.
Identity Attack0.09162762
Insult0.05027775
Profanity0.023516348
Threat0.0077284453
Severe Toxicity0.0034332275
Low Tox 0.123468354 Constructive 0.797
Aug 26, 2025 Why Canadians Are Turning Against …
are u from punjab:yes. are you from india:yes
are u from punjab:yes. are you from india:yes
Identity Attack0.10221587
Insult0.03768798
Profanity0.031391226
Threat0.008945347
Severe Toxicity0.0061035156
Low Tox 0.123468354 Low Con 0.275 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Yes that's right trudeau called Us and now disrespecting
Yes that's right trudeau called Us and now disrespecting
Identity Attack0.00899048
Insult0.0623257
Profanity0.013405213
Threat0.007068211
Severe Toxicity0.0016975403
Low Tox 0.119997114 Moderate Con 0.406 Policy_Critique
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
I think Canada tends to bear the fraud loss being intangible but on the other hand these schools or colleges receive money from foreign students to sustain economy which makes them Golden goose and they …
I think Canada tends to bear the fraud loss being intangible but on the other hand these schools or colleges receive money from foreign students to sustain economy which makes them Golden goose and they cant kill it. But yes students should be screened at border if they cant speak in English and passed Ielts (fraudulently). Mark them high risk there as that is where the fraud starts.
Identity Attack0.04203484
Insult0.03511308
Profanity0.0166845
Threat0.060766358
Severe Toxicity0.0037574768
Low Tox 0.119997114 Constructive 0.795
Oct 1, 2025 IRCC Names India in Study …
Yes in the 80’s as a new emigrants we had to work for our living. We never ever thought to get help from the government we are all integrated in to a Canadian society. We …
Yes in the 80’s as a new emigrants we had to work for our living. We never ever thought to get help from the government we are all integrated in to a Canadian society. We paid taxes from the day one that made us true Canadian citizens. Which I’m a very proud of. In my street two houses own by East Indians They don’t take care of their properties like us taking care of our property. Should I assimilate in to there’s way of life ? Or they should assimilate into our society? The answer to this question is very simple . Assimilate to our way of life or move back to India.
Identity Attack0.10221587
Insult0.04383647
Profanity0.016001316
Threat0.00713294
Severe Toxicity0.0034332275
Low Tox 0.11652588 Constructive 0.733
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
People are hating unfairly on immigrants when it is the government is at fault for not managing immigration better. Let's not forget that Canada was built on immigration and collectively most immigrants do contribute to …
People are hating unfairly on immigrants when it is the government is at fault for not managing immigration better. Let's not forget that Canada was built on immigration and collectively most immigrants do contribute to the good of Canadian society. I am an immigrant, I have never felt that any one group is forcing anything on me. I live my life, pay taxes, do my civic duties , mind my business , don't bother anyone and try to get along with everyone regardless . Yet I have been verbally attacked several times because I am non white. So I often wonder who is truly Canadian and if you are of "colour" will you forever be a hyphenated Canadian even if you are 3, 4 , 5 th or multigenerational born and bred in Canada. The high cost of living and unaffordabilty of housing is one thing, declining national fertility rates another and immigration is another. To me, It looks like Canada's immigration policy needs urgent reform and yes, immigrants should leave their baggage at the door.
Identity Attack0.07094744
Insult0.05027775
Profanity0.020168742
Threat0.008375733
Severe Toxicity0.0029754639
Low Tox 0.1140901 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Why should refugees get better health care than Canadian taxpayers? I'm referring to physio and vision care which are not free to Canadians. Emergency health care yes, anything else no. Especially charged criminals who then …
Why should refugees get better health care than Canadian taxpayers? I'm referring to physio and vision care which are not free to Canadians. Emergency health care yes, anything else no. Especially charged criminals who then apply as refugees. How about the 35,000 'students' who want to overstay their visas.
Identity Attack0.06431354
Insult0.047349896
Profanity0.011765569
Threat0.006809296
Severe Toxicity0.0021457672
Low Tox 0.11378009 Constructive 0.532 Policy_Critique
Feb 25, 2026 'We do know that there's …
Yes, don’t trust the government of Canada or any other country that wants to select immigrants based on what they can contribute to the country in the long term.
Yes, don’t trust the government of Canada or any other country that wants to select immigrants based on what they can contribute to the country in the long term.
Identity Attack0.10221587
Insult0.02708937
Profanity0.011423977
Threat0.006738094
Severe Toxicity0.0025749207
Low Tox 0.11367676 Moderate Con 0.308 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
And yes they hire the immigrants instead of the actual locals
And yes they hire the immigrants instead of the actual locals
Identity Attack0.10221587
Insult0.028281843
Profanity0.01490822
Threat0.0069387536
Severe Toxicity0.0025367737
Low Tox 0.11347008 Low Con 0.194 Unverified_Claim
Aug 25, 2025 149 likes Why Canadians Are Turning Against …
I spent 9 years in brampton, honestly indian people were always super nice... yes there were some outliers but there's outliers in every race.... people are people there are good and bad people everywhere.
I spent 9 years in brampton, honestly indian people were always super nice... yes there were some outliers but there's outliers in every race.... people are people there are good and bad people everywhere.
Identity Attack0.10221587
Insult0.026831545
Profanity0.044668075
Threat0.008220384
Severe Toxicity0.00459671
Low Tox 0.11336674 Constructive 0.726
Sep 27, 2025 45 likes Inside Canada's Indian Metropolis (Brampton)
Yes, majority are Indians. But none came illegally, most if not all came here legally with work permits or family immigration, works hard and pay taxes and contribute to society.
Yes, majority are Indians. But none came illegally, most if not all came here legally with work permits or family immigration, works hard and pay taxes and contribute to society.
Identity Attack0.11744241
Insult0.02618698
Profanity0.017504321
Threat0.006330303
Severe Toxicity0.002708435
Low Tox 0.11305673 Constructive 0.571
Sep 19, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
yes stay far away from florida
yes stay far away from florida
Identity Attack0.055673428
Insult0.026702631
Profanity0.01627459
Threat0.0100069
Severe Toxicity0.0032424927
Low Tox 0.112746716 Moderate Con 0.317 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
India is a safe country with a growing economy. Immigration should be controlled as it has to be in Europe. Yes to asylum for those threatened . But have rules
India is a safe country with a growing economy. Immigration should be controlled as it has to be in Europe. Yes to asylum for those threatened . But have rules
Identity Attack0.09328204
Insult0.023093075
Profanity0.019007329
Threat0.014220826
Severe Toxicity0.0037765503
Low Tox 0.11212669 Constructive 0.618
Jan 27, 2026 Inside Canada's Indian Invasion...
I wonder what will happen to the politicians when chaos ensues. I suppose that doesnt include alberta or those not in power. Yes its thr gov. They are the absolute enemy
I wonder what will happen to the politicians when chaos ensues. I suppose that doesnt include alberta or those not in power. Yes its thr gov. They are the absolute enemy
Identity Attack0.014551271
Insult0.04442204
Profanity0.01490822
Threat0.011172019
Severe Toxicity0.0020599365
Low Tox 0.11181668 Moderate Con 0.358
Aug 26, 2025 Why Canadians Are Turning Against …
Yes it is hard to find work. They have taken over bc of the government kick backs
Yes it is hard to find work. They have taken over bc of the government kick backs
Identity Attack0.010137413
Insult0.028392024
Profanity0.03464781
Threat0.043309137
Severe Toxicity0.003604889
Low Tox 0.11119666 Moderate Con 0.373 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Yes we are fed up
Yes we are fed up
Identity Attack0.009989422
Insult0.028832749
Profanity0.06145202
Threat0.008323951
Severe Toxicity0.0030517578
Low Tox 0.11109332 Moderate Con 0.402 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Ah yes, the Indian engineers and doctors.😊
Ah yes, the Indian engineers and doctors.😊
Identity Attack0.10221587
Insult0.026444806
Profanity0.01887069
Threat0.007754337
Severe Toxicity0.004005432
Low Tox 0.11098998 Low Con 0.264
Sep 23, 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.