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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: "It will get worse before …" 76 comments · Page 3 of 4
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, …
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, I can safely say you guys are losing your amazing country. My permit was not approved and you know what, I am not even mad. I see a lot of these people leeching off your government and for some reason they get preferential treatment over people like me who come to do things honestly, work, study, and adding to the country instead leeching from it. Like I said, I first came to Canada a little over 10 years ago, and I am telling you this country is changing for the worse. One thing I also noticed is how back then I always used to hear the memes of Canadians being nice and always saying "sorry". Those memes no longer exist. I know it doesn't say much, but what I am trying to say here is: The quality of the Canadian citizen is 100% decreasing.
Identity Attack0.08004672
Insult0.081508696
Profanity0.054437835
Threat0.007909686
Severe Toxicity0.0048446655
Low Tox 0.1798404 Constructive 0.756
Sep 29, 2025 10 likes IRCC Names India in Study …
And the more people we bring into the country the worse it’s gonna get and the more fatigued doctors get the less doctors were gonna have. It’s a spiralling downhill with no end in sight.
And the more people we bring into the country the worse it’s gonna get and the more fatigued doctors get the less doctors were gonna have. It’s a spiralling downhill with no end in sight.
Identity Attack0.030691283
Insult0.082372494
Profanity0.01620627
Threat0.009851551
Severe Toxicity0.0037002563
Low Tox 0.1798404 Moderate Con 0.307 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
If no government steps in quickly this is going to get million time worse like Jesus said lucky or The Barrens who cannot bear a child and bring it into this world it is only …
If no government steps in quickly this is going to get million time worse like Jesus said lucky or The Barrens who cannot bear a child and bring it into this world it is only going to get worse people worse
Identity Attack0.038425524
Insult0.06285016
Profanity0.044668075
Threat0.014220826
Severe Toxicity0.0049591064
Low Tox 0.17805049 Low Con 0.164 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting …
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting hired because companies are hiring foreigners who are cheap labour, young people are not able to afford to move out of their parents homes. We are now seeing young Canadians looking for jobs and opportunities outside of Canada 🇨🇦, the Liberal government has destroyed this country.
Identity Attack0.08666438
Insult0.07238392
Profanity0.014805742
Threat0.009903334
Severe Toxicity0.0037765503
Low Tox 0.17545098 Constructive 0.576 Fear_Threat
Feb 11, 2026 26 likes Canada's tighter immigration policy divides …
And we question why President Trump is being so hard on Canada. We are a huge security threat. And it’s getting worse. Thanks Liberals.
And we question why President Trump is being so hard on Canada. We are a huge security threat. And it’s getting worse. Thanks Liberals.
Identity Attack0.03636306
Insult0.075868964
Profanity0.01402008
Threat0.011638066
Severe Toxicity0.0032997131
Low Tox 0.16765249 Moderate Con 0.34 Fear_Threat
Feb 27, 2026 21 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Yes fraud immigration is problem. But do you know whats worse? Getting 5M+ immigrations without enough infrastructures, law enforcement, and economic power to compensate all the immigrants. Our government is wrong too.
Yes fraud immigration is problem. But do you know whats worse? Getting 5M+ immigrations without enough infrastructures, law enforcement, and economic power to compensate all the immigrants. Our government is wrong too.
Identity Attack0.10221587
Insult0.062150877
Profanity0.013780965
Threat0.0065633263
Severe Toxicity0.002670288
Low Tox 0.1641865 Moderate Con 0.492 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
You voted Liberal, then don’t complain, this is what you voted for and things will only get worse
You voted Liberal, then don’t complain, this is what you voted for and things will only get worse
Identity Attack0.033784978
Insult0.0654725
Profanity0.017845914
Threat0.00780612
Severe Toxicity0.0027656555
Low Tox 0.16331999 Low Con 0.25 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much is bad for the people who have paid their taxes here forever, just so one particular immigrant group can use up resources that long time generations have built. I'm not saying any particular culture, but there are too many of them. This particular culture should also be reduced because they are exploiting every mistake the government makes (from their good hearts) or loopholes to stay. Not just stay but trying to transform a country into their own. That is wrong. Most immigrants from past generations didn't come here to conquer the country. They came here to be part of a great country. Contribute to it. Make it better, not make it worse. And now here we are. How are we going to fix this? Put a very long pause on immigeation. Get rid of international students from this particular country. They have no right to stay. Stop giving licenses to unqualified people that can't read, write, speak or even understand English. It's becoming a safety issue everywhere. Again, it's not about race. It's the "too many" factor that the country can not sustain.
Identity Attack0.11512129
Insult0.061626412
Profanity0.026454043
Threat0.010913103
Severe Toxicity0.005722046
Low Tox 0.16245349 Constructive 0.677
Aug 25, 2025 Why Canadians Are Turning Against …
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 …
And it’s only gonna get worse cause our government wants to drive our standard living way down starving people are easier to control when you’re the one feeding them
And it’s only gonna get worse cause our government wants to drive our standard living way down starving people are easier to control when you’re the one feeding them
Identity Attack0.021987455
Insult0.05144889
Profanity0.028503597
Threat0.015429466
Severe Toxicity0.0047302246
Low Tox 0.15656179 Low Con 0.255 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Because they are not trying to fit in to our society and they are causing problems for the neighbors. They receive more than born Canadians and are given jobs here over Canadians. In my apartment …
Because they are not trying to fit in to our society and they are causing problems for the neighbors. They receive more than born Canadians and are given jobs here over Canadians. In my apartment building they don't like to be told to stop causing noise disturbances, in fact it even gets worse when they have been asked to stop. Some of the tenants " Newcomers " seem to think they can operate a business in the apartment which means they use excessive noise to build whatever they are building. Once they have been asked to stop by other tenants and given notices they then decide to retaliate by causing further noise which is deliberately to disturb the rest of us. They try to intimidate people that they know are born Canadians like some kind of gang members. We no longer feel safe in our own homes and neighborhoods. We are tired of them using the race card for every problem they have which is usually something they caused in the first place. In this particular building on Queen st. N. in Hamilton they cause trouble in multiple different apartments which they attend. Once they have been asked to stop causing noise in one apartment they just go to one of the others and then proceed to do the same thing there. Some of the newcomers have been given more than one apartment in the same building and therefore run back and forth between those apartments and slam the door of each one over and over all day long. The management has been informed hundreds of times for a number of years and yet they have not yet dealt with the issues. There is an ongoing record of so many incidents in this building which the management has not addressed beyond a blanket notice to all tenants regarding noise complaints. The manager says things like " It's a process " and yet there seems to be no results. Is management afraid to just simply evict the trouble makers ??
Identity Attack0.09410924
Insult0.06739554
Profanity0.0166845
Threat0.009178371
Severe Toxicity0.0042152405
Low Tox 0.1537979 Constructive 0.735
Aug 25, 2025 Why Canadians Are Turning Against …
We are suffering greatly but if we all collectively blame it on Trump we can feel better while it gets worse. Elbows up everybody
We are suffering greatly but if we all collectively blame it on Trump we can feel better while it gets worse. Elbows up everybody
Identity Attack0.010507392
Insult0.06512285
Profanity0.015898837
Threat0.012906751
Severe Toxicity0.0023460388
Low Tox 0.15324512 Moderate Con 0.413
Jan 14, 2026 1 likes Canada’s new rules in 2026
Blame Eastern Canada. We had our chance for real change. lt's only getting worse
Blame Eastern Canada. We had our chance for real change. lt's only getting worse
Identity Attack0.061130337
Insult0.06250052
Profanity0.014293353
Threat0.009023022
Severe Toxicity0.0028419495
Low Tox 0.14950264 Moderate Con 0.376
Jun 25, 2025 1 likes How Canada broke its immigration …
That answer by tge leader of the liberals was to rage bait Canadians with TDS. Cant we get a vaccine for TDS? This disease is apparently far worse than the plandemic was
That answer by tge leader of the liberals was to rage bait Canadians with TDS. Cant we get a vaccine for TDS? This disease is apparently far worse than the plandemic was
Identity Attack0.03636306
Insult0.06267534
Profanity0.013951761
Threat0.008259222
Severe Toxicity0.002784729
Low Tox 0.11739369 Low Con 0.258 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
its Sad all our Plees will land on Deaf Ears, and it will only get worse, get use to it. Say good bye to the Canada you knew.
its Sad all our Plees will land on Deaf Ears, and it will only get worse, get use to it. Say good bye to the Canada you knew.
Identity Attack0.031464707
Insult0.05262003
Profanity0.0166845
Threat0.0113014765
Severe Toxicity0.0032615662
Low Tox 0.11378009 Low Con 0.294
Aug 26, 2025 Why Canadians Are Turning Against …
Where do Canadians go. Born and raised here. It’s not Canada anymore. Where else am I supposed to go? It’s only going to get worse. The damage Trudeau did we will never recover from, and …
Where do Canadians go. Born and raised here. It’s not Canada anymore. Where else am I supposed to go? It’s only going to get worse. The damage Trudeau did we will never recover from, and if we do it won’t be in my lifetime.
Identity Attack0.052490227
Insult0.034341812
Profanity0.011577694
Threat0.009747985
Severe Toxicity0.0028419495
Low Tox 0.112540044 Moderate Con 0.463
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I have many immigrant friends. I haven't lost my culture, but embrace theirs. The issue is the government's immigration policies are creating racism. There is no way you can survive on $21 an hour. It's …
I have many immigrant friends. I haven't lost my culture, but embrace theirs. The issue is the government's immigration policies are creating racism. There is no way you can survive on $21 an hour. It's going to get worse before it gets better. Your only option is further education to secure a better job. That is not an option for many people based on finances and current education. Average Canadian penalized for having a job.
Identity Attack0.08500996
Insult0.031807642
Profanity0.011611853
Threat0.0068869707
Severe Toxicity0.002374649
Low Tox 0.11161 Constructive 0.78
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
Break down from a Canadian who moved to the US. Basically, Indians moved to Brampton because it was a cheaper area, yet close enough to Toronto. Immigrants drove taxi or drove truck usually were paid …
Break down from a Canadian who moved to the US. Basically, Indians moved to Brampton because it was a cheaper area, yet close enough to Toronto. Immigrants drove taxi or drove truck usually were paid in cash, leading to tax evaluation. So they were able to save more... They were able to buy a bigger house for cheaper basically. New immigrants move to Brampton probably cause it easier. They don't need to assimilate as much as they sued to. They can speak their own language, not have to learn another, etc. You can actually see certain immigrant groups take to certain cities for the reasons above. Vaughn is Italian, Etobicoke was multi cultural, now Somalian(last I visited), sauga is Arab, etc The universities are a big scam, and the govt is part of it. They don't care cause they get money.... People create these fake colleges and bring in students. Students have "online" classes and so they don't actually go in . In Canada ur allowed to work 20 hours as a student, but all work more under the table. And yes. As a Punjabi, there is too many Indians. It was too many when I left. Worse now.. don't even like visiting Canada anymore unless I go to Barrie or something.
Identity Attack0.08500996
Insult0.033239998
Profanity0.016342908
Threat0.0069516995
Severe Toxicity0.0026893616
Low Tox 0.11036996 Constructive 0.761 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Let me tell you the honest truth it’s not getting better. It’s not ever gonna get better. It’s only getting worse from here on.
Let me tell you the honest truth it’s not getting better. It’s not ever gonna get better. It’s only getting worse from here on.
Identity Attack0.004606233
Insult0.025413504
Profanity0.020646973
Threat0.008259222
Severe Toxicity0.002040863
Low Tox 0.08716487 Low Con 0.299 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in an apartment is just extreme even for student housing. The crime rate dropped off massively we need to be careful about it increasing however more people equals more crime but equal or lower per capita crime rate. Poverty is always going to be poverty. The poverty issue is made worse because chornically unemployed pepole have seen their supports not keep up with inflation to the point its basically impossible to get housing on social safety net payments. This means that unemployed people basically end up homeless now. 7 m² per person for rooms with four or more occupants aged 18 or older. People should not just be packed into buildings that violate legal space and housing standards. The whole community IS government not a religious organization. This really frustrates me because the government should be insuring those standards are met not privatization of humanitarianism. Government should be humanitarian.
Identity Attack0.00984143
Insult0.033901088
Profanity0.021876704
Threat0.007935578
Severe Toxicity0.002336502
Low Tox 0.08716487 Constructive 0.802
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers actually being valued and needed instead of competing for not even enough jobs? Oooh, so scary. Whatever they thought would happen, I don't see how it could have been worse than what we have now. How is getting millions of Tim Hortons and Walmart workers helping the aging population? It doesn't. The explanations don't make sense. 9:25 bs!!! How could they possibly think this? Their position is that since there was a population explosion in the 40's, now every future generation has to explode their population as well, or else there will be too many old people? Come on. It's too ridiculous to take seriously. Now since the rate isn't the same as the 40's they decide let's just import from countries that are massively over populated.... and become more like them. Like... NO!!! This is not what I want from life or for our world.
Identity Attack0.009434453
Insult0.03312982
Profanity0.020032106
Threat0.0071199946
Severe Toxicity0.0022602081
Low Tox 0.08320791 Constructive 0.71 Policy_Critique
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
Fraud has always existed, granted it is getting worse! Yet, is it our internet awareness or the actual problem? Or is it how we classify what is fraud? Both sides have accountability here... ;-)
Fraud has always existed, granted it is getting worse! Yet, is it our internet awareness or the actual problem? Or is it how we classify what is fraud? Both sides have accountability here... ;-)
Identity Attack0.0021551251
Insult0.022512967
Profanity0.0118680475
Threat0.0060649146
Severe Toxicity0.00088214874
Low Tox 0.046368107 Constructive 0.513 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated change. I’ll admit I’ve been in the situation where I forgot which day my bill is coming out and didn’t have my bank account prepared accordingly. Getting slapped with $50+ NSF fees just made it even worse. Nice to see a cap on that now as I felt like companies were abusing it.
Identity Attack0.007214582
Insult0.018129934
Profanity0.014464149
Threat0.0077025536
Severe Toxicity0.0011014938
Low Tox 0.04067813 Constructive 0.76 Policy_Critique
Jan 21, 2026 Canada’s new rules in 2026
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. …
They are starting to take a lot of union jobs as well as undercutting contractors and working for cash. I’m a contractor and it’s been getting a lot worse. People are quoting under material costs. Taking the money and running out of Canada with it.
Identity Attack0.0068446035
Insult0.018581128
Profanity0.010962827
Threat0.0065050707
Severe Toxicity0.0009584427
Low Tox 0.036162965 Constructive 0.539 Economic_Argument
Oct 11, 2025 IRCC Names India in Study …

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.