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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: "The "immigrants" are not the …" 3,653 comments · Page 43 of 147
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard …
Thanks to all the Indians living in Brampton...All are hardworking people. This Canadian economy is surviving because of high education fees charged to International students, money they bring from their home countries ,they work hard in workplaces,hospitals,schools,retail,IT,manufacturing,government etc. ... Otherwise the so called mainstream bankrupt Cauca***n people dont even have money for retirement....Entitled lot dont want to work, they just want to make hateful videos and get attention. While they make such videos, Immigrants are focusing on working hard and getting ahead in life.
Identity Attack0.38176915
Insult0.3388922
Profanity0.22723788
Threat0.0100069
Severe Toxicity0.023076924
Moderate 0.37458646 Constructive 0.656
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As a son of an Indian immigrant. I will say alot of them are here illegally. They got to go.
As a son of an Indian immigrant. I will say alot of them are here illegally. They got to go.
Identity Attack0.4453683
Insult0.24171697
Profanity0.07320584
Threat0.020436687
Severe Toxicity0.01806218
Moderate 0.37458646 Constructive 0.58 Personal_Narrative
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We …
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We have to stop letting the bad ones in.
Identity Attack0.2795294
Insult0.36537176
Profanity0.048425674
Threat0.009437286
Severe Toxicity0.012574885
Moderate 0.37458646 Moderate Con 0.464 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Immigration lawyer consultant are the one becomes millionaire here who knows they are all connected to the corrupt immigration worker just asking
Immigration lawyer consultant are the one becomes millionaire here who knows they are all connected to the corrupt immigration worker just asking
Identity Attack0.25647953
Insult0.37619758
Profanity0.032142747
Threat0.0074565844
Severe Toxicity0.0073623657
Moderate 0.37458646 Low Con 0.165 Unverified_Claim
Nov 20, 2025 119 likes Quebec Ends Economic Immigration Program …
As a Canadian alot of us would gladly accept new immigrants as all of us at one point or another was a immigrant unless ur native but we have a social standard of living since …
As a Canadian alot of us would gladly accept new immigrants as all of us at one point or another was a immigrant unless ur native but we have a social standard of living since forever and for a while it seemed like immigrants were fine with that but this new generation of immigrants would really love to see our country turn into theirs despite a lot of them seeking asylum or a better life here its ridicules to think anyone who's white is racist when all they wish to see Canada as it used to be with immigrants that respected and valued the countries norms
Identity Attack0.3817989
Insult0.35016364
Profanity0.08678388
Threat0.008686432
Severe Toxicity0.012435913
Moderate 0.37340668 Constructive 0.74 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, …
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, then it's time to get it back. Let's be honest as an immigrant. The biggest pushback I've ever got for the observation of truth is from white liberals. I've been called racist for defending whites.
Identity Attack0.44690517
Insult0.2469859
Profanity0.079025
Threat0.0103175985
Severe Toxicity0.01302678
Moderate 0.37340668 Constructive 0.625 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I bet Canadian population will go down to like 10 million 😂 I mean illegal immigrants or criminals should be deported I agree on that but deporting random legal immigrants just because they ‘take’ your …
I bet Canadian population will go down to like 10 million 😂 I mean illegal immigrants or criminals should be deported I agree on that but deporting random legal immigrants just because they ‘take’ your jobs or education? That’s just absurd.
Identity Attack0.32768643
Insult0.3406697
Profanity0.036401358
Threat0.013321015
Severe Toxicity0.011062622
Moderate 0.37340668 Moderate Con 0.427
Jan 18, 2026 1 likes Deportations From Canada at Their …
I'm not fed up with Immigrants for who they are but some can't drive to save their lives and are a hazard. I nearly got smoked a few times simply because the ones I mentioned …
I'm not fed up with Immigrants for who they are but some can't drive to save their lives and are a hazard. I nearly got smoked a few times simply because the ones I mentioned cannot drive. I will tell you I know this because I know driver examiners that have told me horror stories. Many STILL drive and with no insurance. It's insane.
Identity Attack0.34649673
Insult0.34548226
Profanity0.035148825
Threat0.008246276
Severe Toxicity0.009994507
Moderate 0.37340668 Constructive 0.717
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
as a refugee myself from Afghanistan, I know a lot of fellow refugees and immigrant who works for cash, abuses the system, don't pay taxes, if they are manager-they hire only immigrants and people they …
as a refugee myself from Afghanistan, I know a lot of fellow refugees and immigrant who works for cash, abuses the system, don't pay taxes, if they are manager-they hire only immigrants and people they know, they think this way they will have a better life in Canada, but in reality they are fucking the economy and not thinking about its consequences in the long term. I assume most of them will wait no minute to go back to their home country once the economy in Canada crumbles. I feel really bad about this kind of behaviours and I feel ashamed.
Identity Attack0.2803029
Insult0.26395
Profanity0.38203895
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.3722269 Constructive 0.696 Personal_Narrative
Sep 29, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of …
they should've deported all these visa student immigrants...over 5million of them and 0 went to school!!! then on top of it people are making the same money from 10 years ago while the cost of living goes up and up and up they mock us because we don't want to have children because we simply cannot afford 2-3k childcare while making 3.5k/month after taxes and rent at 3k/month while they come here have a free house, free money, pop out kids like crazy because the government will pay for the extra kids shit...highschool kids cant even get a job these days...the jobs that used to be for kids like tim hortons mcdonalds etc...are literally taken by immigrants as full blown jobs then there's not even enough jobs for the people here and employers are paying less and less and if you don't like it move along there's 100 illegal immigrants on student visas behind you waiting for that job when they should've been out of this country already!! Vancouver full of crackheads on fentanyl...Toronto full of heroin addicts walking around like zombies truck drivers buying cdl's from vending machines... icing on the cake was a crackhead doing heroin on a bench in broad daylight right on king st w. we're talking about a main street not a slow street or a side street where nobody sees shit...its fucking KING AND PETER!! I got so pissed off I tried to confront the dude but he was so out of it he couldn't even function... now we're talking about a crackhead that if he opens his eyes and he's flipping out and sees you as the cookie monster he'll fucking stab you with a needle what if it has hiv? or some other messed up disease? what if its a kid? WHAT IF IT'S YOU? what will it take for people to finally care about the issues in the community?!? crackhead immigrant? deported... cdl's? 10mil government trust fund to either run your own truck or to open a company...this would end all of these bankruptcy runaways whenever shit happens... student WORK visas? revoke them all...if they can't afford to pay for their international studies they have no business being an international student... first you study...get your degree once COMPLETED if you want to come back because you liked Canada apply from OUTSIDE Canada for a visa/pr. we don't need people working 10 years saving up to study living in a condo bedroom like 6 people in there driving up the cost of living for everyone else then fucking off when shit gets tough...
Identity Attack0.28622448
Insult0.344702
Profanity0.09486605
Threat0.032695748
Severe Toxicity0.01825585
Moderate 0.3722269 Constructive 0.628 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
if immigrants are homesick then go back
if immigrants are homesick then go back
Identity Attack0.3895355
Insult0.21836096
Profanity0.07482228
Threat0.020264024
Severe Toxicity0.016512826
Moderate 0.3722269 Low Con 0.269 Identity_Assertion
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
DONT BLAME NEW IMMIGRANTS 😮.ALL YOUR FOURFATHERS WERE IMMIGRANTS TOO
DONT BLAME NEW IMMIGRANTS 😮.ALL YOUR FOURFATHERS WERE IMMIGRANTS TOO
Identity Attack0.37655997
Insult0.21368977
Profanity0.04592061
Threat0.008349842
Severe Toxicity0.018578632
Moderate 0.3722269 Low Con 0.241 Moral_Argument
Sep 15, 2025 Why Canadians Are Turning Against …
Why are we bringing immigrants with no education, who will be on handouts their whole lifes... Oh ya, to vote liberal
Why are we bringing immigrants with no education, who will be on handouts their whole lifes... Oh ya, to vote liberal
Identity Attack0.3802808
Insult0.26395
Profanity0.032894265
Threat0.0116639575
Severe Toxicity0.016125489
Moderate 0.3722269 Low Con 0.251 Unverified_Claim
Feb 18, 2026 3 likes LILLEY UNLEASHED: The fall of …
If you are uneducated and want to relocate to Canada 🇨🇦 please don’t come here. The people of Canada are fatigued with low education immigrants. We need the job’s uneducated immigrant fill to employ our …
If you are uneducated and want to relocate to Canada 🇨🇦 please don’t come here. The people of Canada are fatigued with low education immigrants. We need the job’s uneducated immigrant fill to employ our citizen students do they can get a foot in door.
Identity Attack0.36273825
Insult0.3493834
Profanity0.018597418
Threat0.008375733
Severe Toxicity0.012130737
Moderate 0.3722269 Constructive 0.533 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Many very hardworking Indian immigrants willing to do difficult work. That is a virtue. I don't see why people are so resentful. Just because things changed too fast and it's scary for them. Very childish …
Many very hardworking Indian immigrants willing to do difficult work. That is a virtue. I don't see why people are so resentful. Just because things changed too fast and it's scary for them. Very childish response with limited understanding. This kind of ignorance leads to prejudice.
Identity Attack0.24970764
Insult0.39297962
Profanity0.04867618
Threat0.0071847234
Severe Toxicity0.007171631
Moderate 0.3722269 Constructive 0.725
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour …
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour being indian is bothering you, you need to look around and rethink your priorities.
Identity Attack0.44690517
Insult0.20434737
Profanity0.026180768
Threat0.008194493
Severe Toxicity0.01322045
Moderate 0.37073207 Constructive 0.573 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
the truth is immgriants do not have choice to get way from minimum wage, cuz that is the reason employer want to hire them, if they asked more money, they would be lay off. NEW …
the truth is immgriants do not have choice to get way from minimum wage, cuz that is the reason employer want to hire them, if they asked more money, they would be lay off. NEW SLAVERY!! import more immigrants (slaves from third world countries) to keep canada developing. what a wonderful world we have~
Identity Attack0.39207554
Insult0.24928534
Profanity0.03915693
Threat0.012026439
Severe Toxicity0.02116089
Moderate 0.37073207 Moderate Con 0.348 Economic_Argument
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct …
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct from everyone else. But, if non-white people acquire a collective reputation as unemployed, criminal, poor or otherwise sketchy, whether due to immigration or something else, Canadians (white or non-white) are going to associate racial non-whiteness with low status, sketch, lumpenprol. And once people make that association forms, Canada is going to become a much worse place for all brown people.
Identity Attack0.4139151
Insult0.28997475
Profanity0.04792466
Threat0.009799767
Severe Toxicity0.015996376
Moderate 0.37073207 Constructive 0.594
Jun 17, 2025 How Canada broke its immigration …
Dude, Americans white or black, cannda whites all are immigrants now question you are immigrant from Europe ancestors live in usa and question other immigrant like browns.
Dude, Americans white or black, cannda whites all are immigrants now question you are immigrant from Europe ancestors live in usa and question other immigrant like browns.
Identity Attack0.44690517
Insult0.17486192
Profanity0.09551262
Threat0.009048914
Severe Toxicity0.017416617
Moderate 0.37073207 Moderate Con 0.446 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The pure and real Canadians are the natives who lived here for millennia; the rest are invaders, immigrants, or illegal.
The pure and real Canadians are the natives who lived here for millennia; the rest are invaders, immigrants, or illegal.
Identity Attack0.38445538
Insult0.3126888
Profanity0.020032106
Threat0.007068211
Severe Toxicity0.013349563
Moderate 0.37073207 Low Con 0.219
Oct 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian immigration and recruitment of military people is the same as Russia - recruitment of mercenaries
Canadian immigration and recruitment of military people is the same as Russia - recruitment of mercenaries
Identity Attack0.37152436
Insult0.34135336
Profanity0.031641733
Threat0.008220384
Severe Toxicity0.010986328
Moderate 0.37073207 Low Con 0.087 Comparative_Framing
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The shocking thing is, the white immigrants from Europe are the ones complaining about immigrants. Double standards
The shocking thing is, the white immigrants from Europe are the ones complaining about immigrants. Double standards
Identity Attack0.4508763
Insult0.1640896
Profanity0.0816113
Threat0.008686432
Severe Toxicity0.01322045
Moderate 0.37073207 Low Con 0.281
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
f immigrants deport by force where do i sign up
f immigrants deport by force where do i sign up
Identity Attack0.38699543
Insult0.13607834
Profanity0.10982819
Threat0.058826666
Severe Toxicity0.02116089
Moderate 0.37073207 Moderate Con 0.342
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Funny, if there is such shortage why the hell I am not getting a job interview (even in places like walmart) for the past six months. The channel should focus on the unemployed citizens rather …
Funny, if there is such shortage why the hell I am not getting a job interview (even in places like walmart) for the past six months. The channel should focus on the unemployed citizens rather than future immigrants.
Identity Attack0.1035157
Insult0.20668297
Profanity0.36602396
Threat0.008505191
Severe Toxicity0.016060932
Moderate 0.37073207 Constructive 0.543 Policy_Critique
Jan 19, 2026 16 likes Why Canada’s immigration system has …
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived …
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived illegally was taken back to India by indian authorities. But illegal Indians thise Canadian Government choose to keep and not handover to India purposely are mystery. And Remember Canada's Anti India group AKA Criminal Sikh Khalistani organisation which is Legally protected, patronised, used by very Canadian political party & Canadian Secret Service agencies to Snub india in geopolitics. Vanadian courts have already convicted these Khalistani Criminals for Bombing Air India Flight in 1983 where 300+ Candian citizens were died. These khalistanis & other ilegal indian immigrant who are willfully protected by canada under the name of Social Religious Freedom & what not. India had already complained to Canada about stop giving political asylum to these criminal groups, end the support to these Sikh Khalistani Criminals who are awaiting Criminal trials in Indian courts. But Canada refused to handover these criminals, many of these who have become Khalistani Drug Cartel Operatives & recruits living in Canada under secret Canadian government protection. And same Khalistani Big drug cartel money goes in to Canadian election funding and to the Canadian Political parties both the Conservative & Liberals are in co hoot with these Indian criminals. Thats why they get free run in Canada. Hense Canadian political parties protect ,shield the Khalistani group members when ever they get into trouble with Canadian Law & enforcement. So Canadian whites are equally responsible for corruption, rampant unchecked immigration of criminals and then its easy for Whites Canadians to blem India & Indians for everything mess they have created in Canada. No White Canadian is questioning RCMP's role in all this mess bcoz white Canadians never want to question their White Canadian Police and how the RCMP police operates ignoring the criminal activities of Immigrants who become drug cartel members and how the hell they get quick easy Canadian Citizenship where as a Legal Skilled immigrant do not get Canadian PR or Citizenship even after putting many efforts and money as fees. Something Rot is Cookin in Canada and it Smells bad....😢😢
Identity Attack0.4139151
Insult0.26957804
Profanity0.049427703
Threat0.011612174
Severe Toxicity0.018126737
Moderate 0.36867723 Constructive 0.504 Unverified_Claim
Oct 9, 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.