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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: "This is how a serious …" 149 comments · Page 4 of 6
0:56 $57000 CAD is NOT middle class. Get with the times, seriously! 😢
0:56 $57000 CAD is NOT middle class. Get with the times, seriously! 😢
Identity Attack0.02439919
Insult0.061276767
Profanity0.062454045
Threat0.0138755
Severe Toxicity0.008125305
Low Tox 0.24282593 Low Con 0.272
Jan 2, 2026 179 likes New rules, regulations take effect …
Nada stay the f back seriously
Nada stay the f back seriously
Identity Attack0.011987305
Insult0.083112895
Profanity0.22653213
Threat0.010188141
Severe Toxicity0.01121521
Low Tox 0.2412222 Moderate Con 0.302 Identity_Assertion
Jan 5, 2026 Migrants cross into Canada near …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy and provide quick citizenship to increase the voter pool... When the same playbook is happening in all the other western countries, it is not a coincidence but a serious and coordinated global plan. FIND SOME COURAGE to say what really is taking place....but you won't. If you need a quick reminder, take a look at what just happened in Spain - 500,000 new immigrants that will be given quick landed immigrant status allowing them to vote!!!!!
Identity Attack0.040745795
Insult0.15698463
Profanity0.028913507
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.23090743 Constructive 0.522 Unverified_Claim
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
What about holding the officials accountable who processed and issued their visas in the first place? How did they get in? There’s no way their paperwork didn’t have any red flags. If there were truly …
What about holding the officials accountable who processed and issued their visas in the first place? How did they get in? There’s no way their paperwork didn’t have any red flags. If there were truly no red flags, that means our system is broken or not competent enough to catch them and protect the safety and security of this nation. Or did we just lower the requirements, skip security checks, and issue the visas anyway? Now we have these criminals walking our streets and terrorizing citizens. How did they get guns? How broken is our system? Logically, something needs to make sense: either we severely compromised our processes and allowed this to happen, or we are seriously incompetent.
Identity Attack0.027413858
Insult0.16053712
Profanity0.024267852
Threat0.010913103
Severe Toxicity0.0044059753
Low Tox 0.20265625 Moderate Con 0.414 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I have SERIOUS indian fatigue. Anyone else?
I have SERIOUS indian fatigue. Anyone else?
Identity Attack0.18313584
Insult0.054962315
Profanity0.0569429
Threat0.010705971
Severe Toxicity0.006790161
Low Tox 0.20102765 Moderate Con 0.426 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Crazy to see tyler close to home but its a serious issue we have in Ontario we have to acknowledge this and shove it in the liberal governments face or nothing will change
Crazy to see tyler close to home but its a serious issue we have in Ontario we have to acknowledge this and shove it in the liberal governments face or nothing will change
Identity Attack0.009471451
Insult0.14512913
Profanity0.03489832
Threat0.03304107
Severe Toxicity0.0042915344
Low Tox 0.200795 Moderate Con 0.458 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Permanent residentency shouldn't be an option for anyone. It's like that in many other countries. If an immigrant gets involved in serious crime or t*rrirism they should be immediately deported without appeal.
Permanent residentency shouldn't be an option for anyone. It's like that in many other countries. If an immigrant gets involved in serious crime or t*rrirism they should be immediately deported without appeal.
Identity Attack0.1808059
Insult0.0573046
Profanity0.029596692
Threat0.03787563
Severe Toxicity0.006904602
Low Tox 0.200795 Moderate Con 0.421
Nov 21, 2025 26 likes Quebec Ends Economic Immigration Program …
There are more serious reasons, and the total number of temporary work permit holders as a percentage of the Canadian population is just a small fraction, while there is unemployment and crisis around the world, …
There are more serious reasons, and the total number of temporary work permit holders as a percentage of the Canadian population is just a small fraction, while there is unemployment and crisis around the world, and the impact of Trump’s tariffs. But immigrants are seen as the black sheep and blamed for everything in all agendas of both parties. If the Canadian government wants to limit businesses from hiring temporary work permit workers, they should set a quota for them. Businesses that cannot hire Canadian workers must leave those positions vacant. All companies like Tim Hortons, Metro, Farms, fast food shops, etc. should be banned from hiring temporary permit workers, and any company that hires more than 10% of its staff must be seriously fined. Is it difficult to do? Too easy.
Identity Attack0.11512129
Insult0.089778624
Profanity0.027273865
Threat0.0075083673
Severe Toxicity0.0046157837
Low Tox 0.19124292 Constructive 0.657
Oct 1, 2025 1 likes IRCC Names India in Study …
I'm to drunk to tell if this is serious or not. Drunk me really thinks this is real.
I'm to drunk to tell if this is serious or not. Drunk me really thinks this is real.
Identity Attack0.0068076057
Insult0.06529768
Profanity0.10240069
Threat0.009592636
Severe Toxicity0.004634857
Low Tox 0.18744208 Moderate Con 0.326 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
@TylerOliveira: 4 weeks ago, huh? No research at all on this. Wanna know HOW I know? I'm Canadian. You do know that Tim Hortons is an >American< company now... right? Been that way since 1995... …
@TylerOliveira: 4 weeks ago, huh? No research at all on this. Wanna know HOW I know? I'm Canadian. You do know that Tim Hortons is an >American< company now... right? Been that way since 1995... loooong before THentered India. Wanna know how I knew that? *>I RESEARCHED IT<*. Please stop blaming us for the bad choices of Mericans. Research or don't bother... seriously.
Identity Attack0.07177465
Insult0.06407392
Profanity0.023721304
Threat0.00756015
Severe Toxicity0.003604889
Low Tox 0.1693855 Moderate Con 0.476 Policy_Critique
Feb 25, 2026 Inside Canada's Indian Invasion...
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have …
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have no intention to study in Canada in the first place but to use the opportunity to work illegally under the umbrella of being students.! The Cdn.authorities involved have to wake up to this reality of fraudulent intentions more seriously now as the situation is becoming more problematic in the near future. This is the time to start rounding up these supposedly ‘ students’ , similar to the ICE campaign of deportation of aliens back to their countries , ASAP.!
Identity Attack0.07673789
Insult0.082619295
Profanity0.019007329
Threat0.0076507707
Severe Toxicity0.0032806396
Low Tox 0.165053 Constructive 0.503 Unverified_Claim
Oct 11, 2025 1 likes IRCC Names India in Study …
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) …
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) repatriated and the death is left unclear. The gov’t of Canada has been obfuscating many such deaths. Was it the Canadian govt fully at fault for the deaths? Not quite… these students are often met with predatory individuals who take advantage of their vulnerable situations: such as predatory landlords who have sometimes 15 or more students renting one house, or unjust working conditions because the employer knows that the immigrants citizenship hopes are tied to the job, etc etc. Ultimately, it’s the Canadian government turning a blind eye to these realities and trying to make the deaths appear due to things other than unalive attempts. This shouldn’t be surprising considering the way the Canadian government has been pushing dystopian legislation around their medically assisted dying program (MAiD). Canada’s medically assisted dying program has the least guardrails of any program of that type in other countries. Not just this, but the legislation for MAiD comes at a time when Canada’s healthcare and mental healthcare systems are collapsing. Trudeau said he would address this with one his re-election promises in 2021: he promised 5 billion for mental health programs. I’ve worked in the field for almost 20 years with youth and that money never arrived, nor has any serious attempt to fund programs occurred since the brutal Canadian pandemic policies massively exacerbated the youth mental health crisis. Perhaps one day someone will be able to trace how the 5 Billion promised was send off in provincial transfers that did not benefit any programs and likely only helped pay for all the upper management, because Canada’s healthcare, education and mental health care systems are absurdly top-heavy. Canada becomes moral dystopian by the day, with regular folks (working class, blue collar, low-income) bearing the burden. Everyday more people join the rank of the oppressed regular people while a few who work in the government or favored industries are overpaid and the stats around all of this corruption are further obfuscated and buried. And as all this occurs, you see bureaucrats like the on in this video smug in their knowledge that most Canadians will never learn how dark the truth is.
Identity Attack0.10221587
Insult0.06722072
Profanity0.018734055
Threat0.024235269
Severe Toxicity0.004386902
Low Tox 0.165053 Constructive 0.679
Sep 30, 2025 1 likes IRCC Names India in Study …
Is there seriously giant idol statues in Brampton now? OMG who allowed that? Insanity. When I go to my neighbour’s house I get them to change the drapes and I bring my own deities to …
Is there seriously giant idol statues in Brampton now? OMG who allowed that? Insanity. When I go to my neighbour’s house I get them to change the drapes and I bring my own deities to put throughout their home while I’m there because I’m an entitled POS. 😅
Identity Attack0.012139536
Insult0.0720671
Profanity0.046922635
Threat0.010835429
Severe Toxicity0.0044822693
Low Tox 0.1641865 Moderate Con 0.434 Humor_Satire
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
I would be terrified of driving on those streets. Pretty sure india has like ZERO driving laws or infastructure. I can't imagine them taking the traffic laws seriously.
I would be terrified of driving on those streets. Pretty sure india has like ZERO driving laws or infastructure. I can't imagine them taking the traffic laws seriously.
Identity Attack0.15303208
Insult0.045593183
Profanity0.023721304
Threat0.00866054
Severe Toxicity0.0042533875
Low Tox 0.16043124 Moderate Con 0.364 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
We have way too many in winnipeg like seriously i see more indians in day to day than any other ethnic group
We have way too many in winnipeg like seriously i see more indians in day to day than any other ethnic group
Identity Attack0.17847598
Insult0.030816011
Profanity0.02474608
Threat0.0077672824
Severe Toxicity0.0046920776
Low Tox 0.15822013 Moderate Con 0.356 Fear_Threat
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
As a Canadian, I work in healthcare in the disability sector, and I am extremely frustrated with what I am seeing the Indian population taking over the sector. There are ongoing issues with Indians who …
As a Canadian, I work in healthcare in the disability sector, and I am extremely frustrated with what I am seeing the Indian population taking over the sector. There are ongoing issues with Indians who cannot communicate clearly in English with clients. This has resulted in serious confusion and, on several occasions, situations escalating into violence. Clear communication is essential in healthcare, and this failure puts vulnerable clients at risk. Clients are not being provided with proper meals that meet their dietary needs. Instead, food is often prepared without consideration for the client’s usual diet, which has caused clients to become physically ill. On top of that, basic food safety practices are not being followed at all. To make matters worse, the company does not provide proper foodsafe training, despite it being a legal requirement. There are also major professionalism issues. Some Indians arrive late to work—sometimes by hours—and give excuses with no consequences. I have documented these incidents and reported them to upper management, yet nothing is done. During shifts, 90 percent of Indian staff sit in the office for long periods, leaving clients unattended except for basic cooking. This can go on for days until white staff are scheduled. One incident that really stood out involved a client returning from a doctor’s appointment. When I asked how it went, I was told the client “had something on his head” and needed to use a cream. When I asked what the condition was or whether it was contagious, the Indian staff member did not know what the word contagious meant let me remind you I work in health care. I later learned from the client’s mother that it was a fungal infection information that should have been clearly communicated immediately for everyone’s safety. I am exhausted by the lack of standards, accountability, and training in this workplace. If you are going to work in healthcare in Canada, you must be able to communicate effectively, follow food safety laws, show up on time, and provide proper care. Lowering standards for the Indian population puts vulnerable people at risk, and management allowing this is unacceptable. If your coming to Canada follow are values and beliefs are stay in India.
Identity Attack0.17303948
Insult0.061276767
Profanity0.017845914
Threat0.009592636
Severe Toxicity0.0046920776
Low Tox 0.15766735 Constructive 0.81 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Well done! So well put. I’m from America, but my mother is from Yorkshire. I’m moving back this spring to be with my family. Hoping to help out the community as gay as that sounds. …
Well done! So well put. I’m from America, but my mother is from Yorkshire. I’m moving back this spring to be with my family. Hoping to help out the community as gay as that sounds. It’s hard to watch my mom seriously in fear of never being able to see her home again. Or how it once was.
Identity Attack0.19298288
Insult0.033790905
Profanity0.053435806
Threat0.0076637166
Severe Toxicity0.004196167
Low Tox 0.15711457 Constructive 0.744 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Mark Carney, Chyristia Freeland and Jagmeet Singh are WEF members, Klaus Schwab, Peter Brabeck-Letmathe, the Great Reset, "You will own nothing and you will be happy." UN Agenda 21 - UN Agenda 2030, The Rockefeller …
Mark Carney, Chyristia Freeland and Jagmeet Singh are WEF members, Klaus Schwab, Peter Brabeck-Letmathe, the Great Reset, "You will own nothing and you will be happy." UN Agenda 21 - UN Agenda 2030, The Rockefeller Foundation Lockstep, Sustainable development, The 4th Industrial Revolution, Transhumanism, Transgenderism, 15-minute cities, Climate Crisis Scam, CBDC, Digital currency and ID, Facial recognition, Social Credit System and universal basic income. All the people who have committed serious crimes against humanity should be imprisoned for life. We are truly sovereign, free divine spiritual beings. One with all that exists 💜
Identity Attack0.05976611
Insult0.06757036
Profanity0.01941724
Threat0.008505191
Severe Toxicity0.0044822693
Low Tox 0.15490346 Moderate Con 0.482 Unverified_Claim
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Are they seriously trying to include fresh immigrants as canadians, as if they've grown up here? No, they get no say.. Once your accent has been destroyed will canadians accept you as canadian.
Are they seriously trying to include fresh immigrants as canadians, as if they've grown up here? No, they get no say.. Once your accent has been destroyed will canadians accept you as canadian.
Identity Attack0.10221587
Insult0.039444692
Profanity0.014225035
Threat0.012026439
Severe Toxicity0.0035858154
Low Tox 0.15269235 Moderate Con 0.358 Identity_Assertion
Feb 17, 2026 Canada's tighter immigration policy divides …
Seriously greatest country on earth 😂 nice joke
Seriously greatest country on earth 😂 nice joke
Identity Attack0.04538634
Insult0.02982438
Profanity0.046171114
Threat0.00789674
Severe Toxicity0.004787445
Low Tox 0.14256015 Low Con 0.297 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Talk, talk, talk.......If you were serious You would come out and vote. And vote PPC! But...No. 😅 👍 👍 And Cnadians would start having kids!!!
Talk, talk, talk.......If you were serious You would come out and vote. And vote PPC! But...No. 😅 👍 👍 And Cnadians would start having kids!!!
Identity Attack0.04512853
Insult0.058475737
Profanity0.014839902
Threat0.00756015
Severe Toxicity0.0032424927
Low Tox 0.13908891 Low Con 0.292
Jan 4, 2026 1 likes Why Canadians Are Turning Against …
4:00 this guy feels like the most self aware and serious person I've seen on screen in my life
4:00 this guy feels like the most self aware and serious person I've seen on screen in my life
Identity Attack0.010655383
Insult0.036325075
Profanity0.04366605
Threat0.009981008
Severe Toxicity0.0052261353
Low Tox 0.13041082 Moderate Con 0.396 Meta_Commentary
Mar 1, 2026 Inside Canada's Indian Invasion...
Let’s take it one lie at a time. First the video opens saying over 850k inhabitants, within a minute or two all of a sudden the population is now 750k. Meanwhile the actual population is …
Let’s take it one lie at a time. First the video opens saying over 850k inhabitants, within a minute or two all of a sudden the population is now 750k. Meanwhile the actual population is 650k. Brampton has not been a city of 18k or 28 k as many for at least 60 years. In 1980 the population of Brampton was over 200k, so very far above the supposed 28k. Slightly over 150k are from India or of Indian ancestry, so not a majority. A little under a third of Brampton inhabitants are immigrants. Again not a majority. Homeless shelters are usually found in churches, especially ones with homeless centers in them like the one visited by the video crew. 4 bigots in the streets is what was interviewed to present a bigoted view of a city. Everyone of then deserve a serious beating. Asshole content creators. Reported.
Identity Attack0.051808115
Insult0.059061307
Profanity0.023789622
Threat0.007922632
Severe Toxicity0.0033569336
Low Tox 0.1269396 Moderate Con 0.466 Policy_Critique
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The most dangerous part is that many of them are working as nurses now. I am a nurse and have been training these people from India. To be honest, it is very a hard and …
The most dangerous part is that many of them are working as nurses now. I am a nurse and have been training these people from India. To be honest, it is very a hard and frustrating process cos I have to teach them even the most basic skills like taking a blood pressure or covid swab cos they know nothing. Hospitals are hiring them because they believe their “ lmany” years of nursing experience in India. Then I found out that in their country, nursing is only 3 years compared to 4 years in Canada and they do not require a nursing license to work as nurses in India. They come here, go to review centres to pass the licensure exam. And the College of nurses of Ontario allow this! Nursing is stressful enough and we do not have time to teach English and basis nursing. There are still many Canadian nurses I know looking for a job but they don’t even get an invite for an interview because even the HR department are Indians. Seriously, these people need to get investigated.
Identity Attack0.08749158
Insult0.059061307
Profanity0.035900343
Threat0.008712323
Severe Toxicity0.004119873
Low Tox 0.1269396 Constructive 0.802
Sep 30, 2025 109 likes IRCC Names India in Study …
Bad drivers is an understatement...now imagine them in a big rig flying through the Rocky mountains calgary to the coast and its a nightmare to be on the highway in the winter now.....its insane on …
Bad drivers is an understatement...now imagine them in a big rig flying through the Rocky mountains calgary to the coast and its a nightmare to be on the highway in the winter now.....its insane on the amount of wrecks on the highway when i head west now ......we need some serious changes this is not the canada i loved 20 years ago.
Identity Attack0.0102854045
Insult0.07460167
Profanity0.0166845
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.121732734 Constructive 0.634 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...

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.