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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: "You lost me on your …" 162 comments · Page 6 of 7
We lost our civilization.
We lost our civilization.
Identity Attack0.019575719
Insult0.022706337
Profanity0.02249157
Threat0.011146127
Severe Toxicity0.0030708313
Low Tox 0.11098998 Moderate Con 0.348
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
We've lost our identity and culture 😢
We've lost our identity and culture 😢
Identity Attack0.03249594
Insult0.025542418
Profanity0.01764096
Threat0.008077981
Severe Toxicity0.0029945374
Low Tox 0.10783285 Moderate Con 0.424
Jun 22, 2025 2 likes How Canada broke its immigration …
How about Rounding up the 32 thousand unvetted illegals they say they lost. And all the rest... can we get any new laws for that.
How about Rounding up the 32 thousand unvetted illegals they say they lost. And all the rest... can we get any new laws for that.
Identity Attack0.05976611
Insult0.029714199
Profanity0.012346277
Threat0.009385503
Severe Toxicity0.002708435
Low Tox 0.10783285 Low Con 0.299
Jan 13, 2026 Canada’s new rules in 2026
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
Identity Attack0.055218685
Insult0.028061481
Profanity0.010928668
Threat0.00789674
Severe Toxicity0.001964569
Low Tox 0.104795754 Moderate Con 0.357 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
Canada is so lost. It's pretty much game over at this point.
Canada is so lost. It's pretty much game over at this point.
Identity Attack0.030175667
Insult0.031807642
Profanity0.015181494
Threat0.008712323
Severe Toxicity0.0023269653
Low Tox 0.10002319 Low Con 0.162
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
National Identity lost
National Identity lost
Identity Attack0.039456755
Insult0.019354604
Profanity0.023516348
Threat0.010395273
Severe Toxicity0.0031471252
Low Tox 0.09958932 Moderate Con 0.395
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
MASS deportation before its too late, otherwise Canada will be lost..... .(from 2015-2025, 35 mil- 41 mil)
MASS deportation before its too late, otherwise Canada will be lost..... .(from 2015-2025, 35 mil- 41 mil)
Identity Attack0.029917859
Insult0.017743196
Profanity0.0113215
Threat0.018192071
Severe Toxicity0.002746582
Low Tox 0.0969861 Low Con 0.285
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
OMG ty for covering this as the country I was born in is lost.
OMG ty for covering this as the country I was born in is lost.
Identity Attack0.016963007
Insult0.023479814
Profanity0.021876704
Threat0.0078449575
Severe Toxicity0.0025939941
Low Tox 0.09481675 Constructive 0.51 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigration got weaponized against Canada. Just look up Gerasimov Doctrine and you will know why we lost the war and why we became a virtual BRICS country.
Immigration got weaponized against Canada. Just look up Gerasimov Doctrine and you will know why we lost the war and why we became a virtual BRICS country.
Identity Attack0.04203484
Insult0.021546122
Profanity0.011475217
Threat0.009023022
Severe Toxicity0.002117157
Low Tox 0.08795626 Moderate Con 0.31
Jan 20, 2026 1 likes Why Canada’s immigration system has …
During the Harper government my dad had a log hauling business in Alberta and British Columbia. We constantly got underbided by immigrant owned companies because the owner would be brand new immigrant who didn’t pay …
During the Harper government my dad had a log hauling business in Alberta and British Columbia. We constantly got underbided by immigrant owned companies because the owner would be brand new immigrant who didn’t pay taxes, and got interest free loans and I believe, federal government funded subsidized immigratie employees. When that business owner had lost his immigrant privileges he sold the company to a family member that just immigrated into Canada. So yea not a perfect system by a long shot
Identity Attack0.027614836
Insult0.030485468
Profanity0.016957775
Threat0.007081157
Severe Toxicity0.002193451
Low Tox 0.081625134 Constructive 0.692 Personal_Narrative
Feb 18, 2026 4 likes LILLEY UNLEASHED: The fall of …
Lost Canadians to add more tax to pay off pension . Usual gimmicks . One or other way they will find a way to meet the immigration targets .
Lost Canadians to add more tax to pay off pension . Usual gimmicks . One or other way they will find a way to meet the immigration targets .
Identity Attack0.041003603
Insult0.026702631
Profanity0.010945748
Threat0.006543908
Severe Toxicity0.0017261505
Low Tox 0.079250954 Low Con 0.267 Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
Immigrants to Canada are like any other immigrants, they appreceiate a chance. a chance to get ahead, to have their children get a chance. Andf those kids will be a generation fiurter awayfrom their homeland. …
Immigrants to Canada are like any other immigrants, they appreceiate a chance. a chance to get ahead, to have their children get a chance. Andf those kids will be a generation fiurter awayfrom their homeland. Three generations are real Canadians. Canadians obn trhe other hand have lost their opportunities, or wasted them anf now they resent people who are more successful. Most Canadians are working hard and doing fine.
Identity Attack0.04641757
Insult0.025026767
Profanity0.011355659
Threat0.006259101
Severe Toxicity0.0016593933
Low Tox 0.07687678 Constructive 0.694
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
You lost me on your AD, adios
You lost me on your AD, adios
Identity Attack0.0035147965
Insult0.023995465
Profanity0.027000591
Threat0.007819066
Severe Toxicity0.0023651123
Low Tox 0.075294 Moderate Con 0.384 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you …
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you going to do about it. Nothing and they know it. So maybe this is the shot across the bow letting us know its going to be that way whether we want it to or not.
Identity Attack0.022992345
Insult0.021803947
Profanity0.015079016
Threat0.012233571
Severe Toxicity0.0019359589
Low Tox 0.06817148 Moderate Con 0.465
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
So, they gonna track down the 90,000 “students” they’ve lost track of … ( it’s actually closer to 500,000 ) or deport the more than 2,000,000 here illegally they do know about ?
So, they gonna track down the 90,000 “students” they’ve lost track of … ( it’s actually closer to 500,000 ) or deport the more than 2,000,000 here illegally they do know about ?
Identity Attack0.021183543
Insult0.017936565
Profanity0.012141321
Threat0.010032792
Severe Toxicity0.0018024445
Low Tox 0.06421452 Low Con 0.295 Unverified_Claim
Oct 1, 2025 1 likes IRCC Names India in Study …
How the West was lost.
How the West was lost.
Identity Attack0.01766643
Insult0.017549826
Profanity0.019280603
Threat0.009463178
Severe Toxicity0.0021839142
Low Tox 0.06065326 Low Con 0.287
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people …
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people don't serve the Government nor any Corporation or Public/Private Partnership. This means that the Government doesn't prevent people from doing what they do and they don't use force to extort the fruit of everyone's labor to the point of enslavement. In 1896 and throughout my Grandfather's life from 1902 to 1976, one would do for themselves if they weren't working for someone else. In other words, you found something needed be done, something the community around you required or was lacking, you opened shop and got after it. You can't work today because you require licensing for everything, you require permission for everything, everything is regulated. People have it in their minds that it's so much better today then it was then, that it's "safer". But it's not, that's a lie. My family, although never wealthy, ate good food, always had a roof over their heads, plenty of family around and always had something to do or at least could always find something to work at. Most importantly, they always had hope because they had freedom. No one has any hope anymore and the people coming here aren't just bringing their culture to overtake our culture, they are coming with anger. With envy, resentment and malice. My family didn't come here with those things, they came to Canada with hope and determination to integrate and prosper with freedom. The other side of my family fled Bolshevism when they left Russia and came here and that side had the exact same hope in freedom to work hard and prosper. Now all generational wealth, freedom, prosperity and hope is all but completely stolen. We don't need more regulations. We don't need more benefits. We don't need more Government. We need less, we need it all to go away because I know for a fact, you give people the freedom to go about their lives, the society or community they form, always tends towards peaceful, prosperous organization. You give people the freedom to build and produce and they'll get after it immediately and that opens the door for all other manner of trades and skills that just fill any hole in a community or society. And that's a fact about the organizational tendencies of human beings. There's nothing stopping us from providing for ourselves but a cartel Government in the business of extortion and human enslavement. They foment chaos and division in order to justify the revoking of more freedoms to enslave more people. People themselves, they look to get along, get to work, raise families and, as best they can, enjoy life. Once we start expecting a Government to take care of us we've institutionalized prisoners who have lost all human dignity. When you "buy in" to all the rhetoric of so called autonomy, ask yourself, how autonomous are you without a family? Just because you're alone in a box in a city, stacked one on top of the other, weighted down by a landslide of rules, collecting benefits from the Government, doesn't make you autonomous. People say, "no one can afford a family". Yet those coming in have large families and they seem to be making out just fine. It's the brainwashing of our culture that set us up. Over time we've convinced the proper way to do things is everyone to grow up and go their own way, leaving each other relying on benefits from the government in old age or illness or whatever calamity might strike in life. There's always something that comes along. With family you have human resource, a plethora of skills and you have your "insurance", free of extortion. Everything that comes from a government is conditional and sooner or later their conditions rule over our condition, even though it's our labor that provides for them. The answer isn't more benefits, as I've said. The answer is simply less government, so we can all get to the business of providing for ourselves and helping our communities prosper. We need to do this with family because alone, we are all isolated and powerless. No one stands alone and a house divided cannot stand.
Identity Attack0.008768492
Insult0.027841117
Profanity0.016821137
Threat0.007249452
Severe Toxicity0.0016498566
Low Tox 0.057748068 Constructive 0.801
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
Its too late -- Canada has lost its identity. The liberal government created this problem and has allowed this to happen. Tks to Turdeau and Carney
Its too late -- Canada has lost its identity. The liberal government created this problem and has allowed this to happen. Tks to Turdeau and Carney
Identity Attack0.011173353
Insult0.026702631
Profanity0.010450439
Threat0.0067251488
Severe Toxicity0.0013160706
Low Tox 0.05205809 Moderate Con 0.319 Identity_Assertion
Aug 25, 2025 4 likes Why Canadians Are Turning Against …
The "lost Canadian " citizenship program "replaces" the reductions to immigration.It's just a bait and switch , We will still see inceases .
The "lost Canadian " citizenship program "replaces" the reductions to immigration.It's just a bait and switch , We will still see inceases .
Identity Attack0.022590388
Insult0.019032324
Profanity0.010296722
Threat0.006543908
Severe Toxicity0.0013065338
Low Tox 0.048842013 Moderate Con 0.32 Unverified_Claim
Jan 14, 2026 Canada’s new rules in 2026
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial …
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial policies aimed at cultural assimilation and the suppression of Indigenous identities.  Key Impacts of Colonization Forced Assimilation via Residential Schools: The most significant factor in language loss was the government-funded, church-run residential school system, which operated from the 19th century to the late 20th century. Indigenous children were forcibly removed from their families and communities and sent to these schools. Punishment for Speaking Native Tongues: In the schools, children were forbidden to speak their Indigenous languages and were often subjected to severe physical, emotional, and sexual abuse if they did. Intergenerational Trauma and Knowledge Loss: The experience in residential schools caused profound trauma. Survivors often did not teach their children their traditional languages, partly out of fear of punishment and partly because their own fluency had been impacted, which inhibited the languages from being passed to the next generation. Discriminatory Legislation: The Indian Act: This legislation, along with other colonial policies, was used to suppress Indigenous cultural expression, including language. Official Languages Act: Canada's official language policies recognize only English and French as dominant languages, effectively marginalizing the over 60 distinct Indigenous languages that existed on the land long before European settlement. Dispossession of Land: Forcible removal of Indigenous communities from their traditional lands and onto reserves disrupted the deep connection between language, culture, and the natural environment. Indigenous languages often encode unique knowledge about local ecosystems, which was lost when communities were displaced. Social Stigmatization: Colonial ideologies viewed Indigenous cultures and languages as "inferior" or "savage," promoting English and French as the languages of "modernity" and "progress". This created a social hierarchy where speaking an Indigenous language could be a barrier to education and employment opportunities in the dominant society.  Current Situation and Revitalization Efforts The legacy of these policies has resulted in low numbers of fluent Indigenous language speakers today, with many languages considered endangered or critically endangered. However, there are significant ongoing efforts toward language revitalization.  The Canadian federal government passed the Indigenous Languages Act in 2019, which aims to support the efforts of Indigenous peoples to reclaim, revitalize, maintain, and strengthen their languages. Indigenous communities, educational institutions, and organizations are actively working to preserve languages through immersion programs, community initiatives, and documentation. UNESCO has declared 2022 to 2032 the International Decade of Indigenous Languages to draw global attention to the urgent need for preservation and promotion.
Identity Attack0.026408968
Insult0.019934712
Profanity0.014122557
Threat0.008738215
Severe Toxicity0.0016593933
Low Tox 0.04735767 Constructive 0.612 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
You lost me as soon as you said Jason Kenny.
You lost me as soon as you said Jason Kenny.
Identity Attack0.001674153
Insult0.01929015
Profanity0.0118680475
Threat0.0074954215
Severe Toxicity0.00094890594
Low Tox 0.043646812 Moderate Con 0.358 Meta_Commentary
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Are "the lost" receiving benefits into any bank accounts?
Are "the lost" receiving benefits into any bank accounts?
Identity Attack0.0030338243
Insult0.022384055
Profanity0.011611853
Threat0.0065244893
Severe Toxicity0.0009584427
Low Tox 0.04240986 Low Con 0.259
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Fact: You lost your own seat.
Fact: You lost your own seat.
Identity Attack0.0015169121
Insult0.018001022
Profanity0.011663092
Threat0.0068869707
Severe Toxicity0.00094890594
Low Tox 0.041172907 Low Con 0.169 Meta_Commentary
Feb 25, 2026 'We do know that there's …

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.