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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: "I worked with the liberals …" 98 comments · Page 4 of 4
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example why they want this, look at all fast food employees... big corporation in partners with the banks and government bringing in pretty much modern day slave labour with big government wage subsidies. Why not do some real work as journalist.
Identity Attack0.024198212
Insult0.04442204
Profanity0.013985921
Threat0.0072882893
Severe Toxicity0.0023078918
Low Tox 0.112850055 Moderate Con 0.386 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
So the liberals one touch immigration system doesn’t work? No kidding.
So the liberals one touch immigration system doesn’t work? No kidding.
Identity Attack0.037909906
Insult0.036214896
Profanity0.015830519
Threat0.0067251488
Severe Toxicity0.0018310547
Low Tox 0.112643376 Low Con 0.168 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to …
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to have babies. They won't. They'll be in the same position most Canadians are in: working their life away to pay their bills, and having the government take half their income in the form of taxes in order to pay for all the NEW immigrants who arrive. I'm guessing that's partly why a lot of new immigrants are leaving Canada shortly after they arrive: they were sold a fairy tale that no longer exists, and probably won't exist again until Canadians wake up and vote out the Liberal party.
Identity Attack0.08087392
Insult0.035333443
Profanity0.015010698
Threat0.007353018
Severe Toxicity0.0032043457
Low Tox 0.112540044 Constructive 0.594
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
It’s good to hear some are thinking of leaving to the US. I truly wish for their success. I worked at a college that became a diploma mill in Vancouver and you couldn’t go to …
It’s good to hear some are thinking of leaving to the US. I truly wish for their success. I worked at a college that became a diploma mill in Vancouver and you couldn’t go to the men’s room without seeing 3 or 4 dudes hanging out. Foreign students also take from the food banks enough to have 1st year students now banned and many people no longer donate. I generally have great experiences Indian people, and have travelled India extensively, but if you let in too many of one type the native population will have a hard time and the immigrants themselves won’t integrate and build their own society. Blame the Liberal government.
Identity Attack0.08583717
Insult0.033790905
Profanity0.023584666
Threat0.012026439
Severe Toxicity0.0037384033
Low Tox 0.11161 Constructive 0.762 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
IT IS ONLY 2 parties TO BLAME: LIBERALS AND NDP... MULTICULARIMS DOES NOT WORK... NO WHERE..
IT IS ONLY 2 parties TO BLAME: LIBERALS AND NDP... MULTICULARIMS DOES NOT WORK... NO WHERE..
Identity Attack0.017967897
Insult0.04383647
Profanity0.012277958
Threat0.0066151097
Severe Toxicity0.0019741058
Low Tox 0.11057663 Low Con 0.213 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s easy to find them they are working at Tim Hortons walmart gas stations driving trucks the liberals know where they are they just want to close their eyes because they see them as their …
It’s easy to find them they are working at Tim Hortons walmart gas stations driving trucks the liberals know where they are they just want to close their eyes because they see them as their future voters
Identity Attack0.019776696
Insult0.039444692
Profanity0.014566627
Threat0.01086132
Severe Toxicity0.0024604797
Low Tox 0.11057663 Low Con 0.2
Oct 3, 2025 2 likes IRCC Names India in Study …
Liberals are very adept at breaking things that already work well.
Liberals are very adept at breaking things that already work well.
Identity Attack0.037394293
Insult0.039444692
Profanity0.017504321
Threat0.008505191
Severe Toxicity0.0023269653
Low Tox 0.11057663 Low Con 0.164 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Identity Attack0.0543092
Insult0.031697463
Profanity0.011219022
Threat0.0076119336
Severe Toxicity0.001745224
Low Tox 0.10696511 Moderate Con 0.39
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They …
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They will solve this problem. All should boycott the USA! Do not buy their products, cars, etc. Do not go there! There industry and healthcare will collapse soon. Canada will win this battle at the end of the day. Trust in Liberal!
Identity Attack0.023193322
Insult0.04149419
Profanity0.012380436
Threat0.008285114
Severe Toxicity0.002298355
Low Tox 0.10566349 Moderate Con 0.461 Call_To_Action
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later demographic shift could later be seen during 16th century from European colonization where majority of french and british invaded with consistent colonization & took control of the land, these settlers, along with later European immigrants, seized indigenous land, displaced indigenous communities, and brought diseases that decimated native populations. Long story short now, based on 2021 census data shows native canadian population make up to only 5% of total Canadian population whereas the rest remaining are non-indigenous people of Canada at above 90% are foreign invaders from 16th century who came as an opportunist and occupied everything; same as Indian they came took the opportunity by working hard, contributing to the nation yet, you people here crying, complaining & bragging abt these & that abt Indian's bt let's not forget "Europeans" are the ones who did the dirtiest things characterized by forced assimilation, abusive residential school system, and loss of land. Please explain this from a liberal perspective, how was it fair for Indigenous people of Canada?? compared to Indian Standards.
Identity Attack0.0543092
Insult0.03522326
Profanity0.016069634
Threat0.007417747
Severe Toxicity0.0031089783
Low Tox 0.103494145 Constructive 0.683 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Mass immigration clearly doesnt work so whats the end game for the liberals?
Mass immigration clearly doesnt work so whats the end game for the liberals?
Identity Attack0.046159767
Insult0.024640027
Profanity0.012687869
Threat0.0073789097
Severe Toxicity0.0019550323
Low Tox 0.10089093 Low Con 0.171 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I am an immigrant & am just speechless at the decay! Living here for over 18 yrs, this wasn't what we met when we first arrived. When we came here, we schooled & worked.... Now …
I am an immigrant & am just speechless at the decay! Living here for over 18 yrs, this wasn't what we met when we first arrived. When we came here, we schooled & worked.... Now you can't find any job. I lost my job in June.... And until now I can't find another. It was tough to get EI agreed to pay me a few weeks for the same money they collected from my pay. Somebody should tell the Liberal govt to stop bringing people pls.
Identity Attack0.04332388
Insult0.028061481
Profanity0.014156717
Threat0.0066345283
Severe Toxicity0.0017738342
Low Tox 0.09785384 Constructive 0.775 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Liberal policies are responsible to Canada's disasters, but never interested in changing policies to improve Canadians way of life..Government is to work for the people, not for the politicians wallets..
Liberal policies are responsible to Canada's disasters, but never interested in changing policies to improve Canadians way of life..Government is to work for the people, not for the politicians wallets..
Identity Attack0.02238941
Insult0.03665562
Profanity0.010296722
Threat0.006097279
Severe Toxicity0.0012779236
Low Tox 0.091913216 Moderate Con 0.359 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Looks like the liberal gun ban is working
Looks like the liberal gun ban is working
Identity Attack0.012340514
Insult0.015340924
Profanity0.017504321
Threat0.02855184
Severe Toxicity0.003490448
Low Tox 0.09033044 Low Con 0.197 Humor_Satire
Feb 24, 2026 Canadian immigration officers investigating hundreds …
The problem is bogus asylum claims the liberals do not work swiftly, and eventually let them stay here while taxpayers are paying for someone else’s better livelihood
The problem is bogus asylum claims the liberals do not work swiftly, and eventually let them stay here while taxpayers are paying for someone else’s better livelihood
Identity Attack0.029917859
Insult0.027841117
Profanity0.012858666
Threat0.006576272
Severe Toxicity0.0016880035
Low Tox 0.081625134 Moderate Con 0.31 Policy_Critique
Feb 24, 2026 6 likes 'We do know that there's …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants make a powerful voting block and as your numbers increase, their power will also increase… And I do think Canada is a very attractive destination, given all the government subsidies… Healthcare, dental care, child care, Pharma care… Subsidized, housing… To say nothing of the special refugee and immigrant programs…
Identity Attack0.030175667
Insult0.027841117
Profanity0.015557245
Threat0.0067316215
Severe Toxicity0.001964569
Low Tox 0.069754265 Constructive 0.68 Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
I found them, they're working at every fast food place in Canada, subsidized by taxpayer dollars, because the liberals are trying to replace us. DON'T GO TO BUSINESSES THAT HIRE YOUR REPLACEMENT!!!!
I found them, they're working at every fast food place in Canada, subsidized by taxpayer dollars, because the liberals are trying to replace us. DON'T GO TO BUSINESSES THAT HIRE YOUR REPLACEMENT!!!!
Identity Attack0.014149316
Insult0.027218282
Profanity0.012277958
Threat0.0067057298
Severe Toxicity0.0018405914
Low Tox 0.069754265 Moderate Con 0.454
Sep 30, 2025 IRCC Names India in Study …
When generations immigrated to Canada many years ago they were not given thousands of dollars, and were expected to up hold the law. Now the goverment is allowing illegal migrants and working visas that are …
When generations immigrated to Canada many years ago they were not given thousands of dollars, and were expected to up hold the law. Now the goverment is allowing illegal migrants and working visas that are long outdated into the country for liberal votes, so they can remain in power
Identity Attack0.03894114
Insult0.02283525
Profanity0.010211324
Threat0.0061231707
Severe Toxicity0.0012683868
Low Tox 0.0665887 Moderate Con 0.487
Sep 1, 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 …
I'm not shocked, the government allowed that to create chaos in immigration to convince Canadians that the only solution is to accept Digital ID. I don't believe Liberal or Conservatives, they are against each other …
I'm not shocked, the government allowed that to create chaos in immigration to convince Canadians that the only solution is to accept Digital ID. I don't believe Liberal or Conservatives, they are against each other but working for one master which is the New World Order.
Identity Attack0.02138452
Insult0.02373764
Profanity0.010467518
Threat0.0066086366
Severe Toxicity0.0012874603
Low Tox 0.057748068 Constructive 0.511 Unverified_Claim
Nov 21, 2025 Thousands of refugees allowed into …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely …
Canada's immigration system was and is exactly where the liberals want it, although with less media attention. Carney was Canada's shadow, "unpaid", PM from about 2019 onward and he WANTS the country flooded. He likely commissioned the Century Initiative report and he hired the author of it to work for HIM, not Canada. Ever notice that Carney does not ever wear a Canada flag pin on his lapel...he does not believe in countries or borders.
Identity Attack0.01374736
Insult0.025026767
Profanity0.010535837
Threat0.006259101
Severe Toxicity0.0012874603
Low Tox 0.054037213 Constructive 0.544 Unverified_Claim
Feb 17, 2026 34 likes LILLEY UNLEASHED: The fall of …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work experience, family, age, and knowledge of Canada's general culture. If you had all the points, you would be selected. It took about three years, and while waiting, you could not apply for any visa to enter Canada. The security check was part of the process, and the Canadian government asked applicants to enter the country by bringing money (Like one year's salary). This system was a perfect plan, and many Western countries wanted to copy that (As I heard on many French and American radios before), but the liberals broke the system! And I still don't know why!
Identity Attack0.008250522
Insult0.024897853
Profanity0.012243799
Threat0.0061878995
Severe Toxicity0.0013065338
Low Tox 0.04216247 Constructive 0.576
Nov 23, 2025 49 likes Quebec Ends Economic Immigration Program …
This is the work of the Liberal Government.
This is the work of the Liberal Government.
Identity Attack0.0075845607
Insult0.011160898
Profanity0.012414595
Threat0.0069646453
Severe Toxicity0.0011110306
Low Tox 0.02308189 Low Con 0.287 Policy_Critique
Jan 29, 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.