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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: "With you Trudeau" 520 comments · Page 13 of 21
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
This is a CBC commercial for Trudeau's Liberals. So, they allow comments here on this story. Other less favorable Liberal stories by the CBC on YouTube, don't allow for a comment section. These migrants come …
This is a CBC commercial for Trudeau's Liberals. So, they allow comments here on this story. Other less favorable Liberal stories by the CBC on YouTube, don't allow for a comment section. These migrants come from the U.S. when the economy there is booming...WHY? It makes me wonder if many of these migrants are the worst ones. America is the first choice of most immigrants, what are these migrants running from in the U.S.???
Identity Attack0.10293542
Insult0.06424874
Profanity0.012722028
Threat0.0066086366
Severe Toxicity0.0028800964
Low Tox 0.1641865 Constructive 0.562
Feb 4, 2019 How much do refugees and …
THANK ALL OF THE TRUDEAU AND CARNEY VOTERS. YOU CAUSED THIS AND THINGS WILL GET WORSE. OUR HIGH TAXES GO TO THESE ASYLUM SEEKERS AND NEW COMERS THAT ARE RECEIVING ALL THE GOVERNMENT FUNDING. WE …
THANK ALL OF THE TRUDEAU AND CARNEY VOTERS. YOU CAUSED THIS AND THINGS WILL GET WORSE. OUR HIGH TAXES GO TO THESE ASYLUM SEEKERS AND NEW COMERS THAT ARE RECEIVING ALL THE GOVERNMENT FUNDING. WE ARE GETTING MORE AND MORE BU THE DAY AND OUR TAXES WILL CONTINUE TO GO UP. WHAT DO WE DO? LEAVE CANADA AND STOP PAYING THESE TAXES TO SUPPORT THIS?????
Identity Attack0.05612817
Insult0.06921569
Profanity0.013234417
Threat0.0074306927
Severe Toxicity0.003967285
Low Tox 0.16245349 Moderate Con 0.39 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
Because of Trudeau opening borders to massive numbers of terrorists
Because of Trudeau opening borders to massive numbers of terrorists
Identity Attack0.009905749
Insult0.03949681
Profanity0.00009417597
Threat0.006642582
Severe Toxicity0.000008255212
Low Tox 0.16189592 Unverified_Claim
Dec 11, 2025
Trudeau made it even worse.
Trudeau made it even worse.
Identity Attack0.0073255757
Insult0.08508729
Profanity0.015454767
Threat0.007521313
Severe Toxicity0.002117157
Low Tox 0.16158698 Low Con 0.167
Jan 3, 2026 IRCC Names India in Study …
Just look at Trudeau’s new $4.6M estate in Quebec less than a year after out as PM. Good discussion & reminder to all Canadians how badly the Liberal government was under Trudeau & now Carney …
Just look at Trudeau’s new $4.6M estate in Quebec less than a year after out as PM. Good discussion & reminder to all Canadians how badly the Liberal government was under Trudeau & now Carney spending hundreds of thousands in flight catering no projects done. Liberal immigration really hurt affordability, GDP is failing and debt has doubled. The CDN economy is a disaster.
Identity Attack0.026007013
Insult0.08582769
Profanity0.013200258
Threat0.0066668927
Severe Toxicity0.0022411346
Low Tox 0.16158698 Moderate Con 0.497 Policy_Critique
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
Try ordering food with any delivery company. It is the worst experience ever. I remember delivery people used to be so chill, probably because they could afford to live on minimum wage. I recently gave …
Try ordering food with any delivery company. It is the worst experience ever. I remember delivery people used to be so chill, probably because they could afford to live on minimum wage. I recently gave a driver a huge tip and requested it be brought to my door because I was having a movie night, they called me and said " COME OUTSIDE! COME OUTSIDE!" and I said "I requested for it to be delivered to my door", then he hung up and left with the food. Probably ate it. I had to reorder my meal and wait another hour. I swear to God every time I order food for delivery, which is rarely, the door dash driver is absolutely disrespectful or putting in 0 zero. This is the cheap labor Trudeau wanted. I honestly just feel bad ordering food for delivery now because I know it's hell out there
Identity Attack0.006363631
Insult0.06739554
Profanity0.07255927
Threat0.009825659
Severe Toxicity0.0039482117
Low Tox 0.16098402 Constructive 0.73 Economic_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s a program of genocide all started back in the 60s but Pierre Trudeau..
It’s a program of genocide all started back in the 60s but Pierre Trudeau..
Identity Attack0.019274252
Insult0.037980765
Profanity0.014771583
Threat0.048158366
Severe Toxicity0.005645752
Low Tox 0.15987846 Low Con 0.164 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is down now and mass immigration is the main reason. Time to deport millions of aliens. Yes senior Trudeau cut immigration when economy was down.
Canada is down now and mass immigration is the main reason. Time to deport millions of aliens. Yes senior Trudeau cut immigration when economy was down.
Identity Attack0.10221587
Insult0.043250903
Profanity0.012073003
Threat0.013579931
Severe Toxicity0.004005432
Low Tox 0.15822013 Moderate Con 0.446 Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Cleaning up the Trudeau mess
Cleaning up the Trudeau mess
Identity Attack0.013244915
Insult0.086852804
Profanity0.021056883
Threat0.009023022
Severe Toxicity0.0035858154
Low Tox 0.15822013 Low Con 0.215 Policy_Critique
Jan 19, 2026 34 likes Why Canada’s immigration system has …
Thanks Trudeau. He flooded the country for liberal votes
Thanks Trudeau. He flooded the country for liberal votes
Identity Attack0.014350293
Insult0.077136256
Profanity0.018734055
Threat0.009955117
Severe Toxicity0.0033569336
Low Tox 0.15766735 Low Con 0.291
Dec 25, 2025 3 likes Deportations From Canada at Their …
Remember ~2 years ago when the then Trudeau government wanted to allow PRs to sponsor up to 19 family members each? Image how bad our healthcare system and housing situation would be if that happened. …
Remember ~2 years ago when the then Trudeau government wanted to allow PRs to sponsor up to 19 family members each? Image how bad our healthcare system and housing situation would be if that happened. Bringing in parents and grandparents is not economically sustainable - It was an insane proposal.
Identity Attack0.0029783275
Insult0.086852804
Profanity0.017026093
Threat0.0063367756
Severe Toxicity0.0013923645
Low Tox 0.15711457 Constructive 0.558
Jan 20, 2026 Why Canada’s immigration system has …
trudeau is the ONLY one to blame for everything that Canada became in the last 8 years.
trudeau is the ONLY one to blame for everything that Canada became in the last 8 years.
Identity Attack0.02821777
Insult0.0810151
Profanity0.010962827
Threat0.007081157
Severe Toxicity0.0023841858
Low Tox 0.15656179 Low Con 0.225 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Carney and Trudeau are sweating!!!!😂😂😂
Carney and Trudeau are sweating!!!!😂😂😂
Identity Attack0.005660672
Insult0.07555214
Profanity0.023311393
Threat0.008556974
Severe Toxicity0.0033569336
Low Tox 0.15600902 Low Con 0.195 Humor_Satire
Jan 3, 2026 New rules, regulations take effect …
This report is very biased, Canada took 100 times more immigrants, now they can not fit everyone in, so people have to leave, the government profited, blame Trudeau!!
This report is very biased, Canada took 100 times more immigrants, now they can not fit everyone in, so people have to leave, the government profited, blame Trudeau!!
Identity Attack0.058401883
Insult0.06337463
Profanity0.012073003
Threat0.007547205
Severe Toxicity0.002632141
Low Tox 0.15435068 Moderate Con 0.417 Policy_Critique
Feb 11, 2026 26 likes Canada's tighter immigration policy divides …
People voted for NDP and Liberal Justin Trudeau and now they are complaining, too late, human rights will protect criminals and nothing can be done
People voted for NDP and Liberal Justin Trudeau and now they are complaining, too late, human rights will protect criminals and nothing can be done
Identity Attack0.018269362
Insult0.0811385
Profanity0.012141321
Threat0.008220384
Severe Toxicity0.0024414062
Low Tox 0.15435068 Low Con 0.225 Policy_Critique
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
Trudeau was an Indian agent while he was a PM. Indian immigrating increased 10x during his tenure!
Trudeau was an Indian agent while he was a PM. Indian immigrating increased 10x during his tenure!
Identity Attack0.10815793
Insult0.06285016
Profanity0.013849284
Threat0.006097279
Severe Toxicity0.002708435
Low Tox 0.15435068 Low Con 0.262 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau did it on purpose to invade they don't belong here
Trudeau did it on purpose to invade they don't belong here
Identity Attack0.049761772
Insult0.061626412
Profanity0.017504321
Threat0.012337137
Severe Toxicity0.004749298
Low Tox 0.15435068 Low Con 0.152 Fear_Threat
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I know that in Alberta girls and women can have 4 abortions each on the tax payer healthCare. My dear lady that said she has to wait over a year for a surgery youneed now. Just add all the women that areof legal age and times it by four and you'll get a small fraction of where our Canadian babies are, no longer apart of our families. I believe that many of our Provenances participate in this abominations. The clinics are called Family Planning Agency. I don't know if you realize this but our votes in Canada only count if you are voting for the Governmental in the're plans!!!
Identity Attack0.031980325
Insult0.07428485
Profanity0.018324144
Threat0.009463178
Severe Toxicity0.004634857
Low Tox 0.1537979 Constructive 0.632
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Justin Trudeau messed everything up
Justin Trudeau messed everything up
Identity Attack0.0073255757
Insult0.0777699
Profanity0.022423252
Threat0.0072365063
Severe Toxicity0.0024604797
Low Tox 0.15269235 Low Con 0.202 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
There have always been a few questionable people that are immigrants and refugees but it was in the early 2000s when you first started to see the foreign students and immigrants/refugees start to me more …
There have always been a few questionable people that are immigrants and refugees but it was in the early 2000s when you first started to see the foreign students and immigrants/refugees start to me more the "gimmegrant" type. They wanted sponsorship, benefits, housing, etc but didn't want to put in the work or participate and some were very dim also. It just got worse every year from 2006 I would say but with Trudeau in 2015 letting more in and telling them we have no culture spelled our doom but then you have ministers like Rempel who also like to play according to the wind. She was all about Islamophobia and supporting Muslims when convenient but now seems to want to close doors.
Identity Attack0.06704199
Insult0.07491849
Profanity0.023789622
Threat0.0071199946
Severe Toxicity0.0036811829
Low Tox 0.15213956 Constructive 0.65 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada used to have one of the strictest immigration systems in the world. We need to get back to that system where immigrants were vetted for years before earning citizenship. It's like Trudeau saw what …
Canada used to have one of the strictest immigration systems in the world. We need to get back to that system where immigrants were vetted for years before earning citizenship. It's like Trudeau saw what Biden was doing and then said "Hold my White Claw!"
Identity Attack0.10221587
Insult0.04032305
Profanity0.015693882
Threat0.009851551
Severe Toxicity0.004005432
Low Tox 0.15158679 Constructive 0.586 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us to death, or do we get out and call the successful fire dept, like Argentina, Trump and Poland. So tired of asking why, isn't it obvious
Identity Attack0.033269364
Insult0.031697463
Profanity0.018255826
Threat0.0824309
Severe Toxicity0.005264282
Low Tox 0.15103401 Moderate Con 0.329
Aug 29, 2025 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.