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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: "Lies, lies and more lies. …" 277 comments · Page 11 of 12
When you work with certain people they go to management and lie about you so you can be fired. Then they bring in their own kind to replace you. There is a lot that I …
When you work with certain people they go to management and lie about you so you can be fired. Then they bring in their own kind to replace you. There is a lot that I can say.
Identity Attack0.0048097214
Insult0.058475737
Profanity0.015523086
Threat0.011223801
Severe Toxicity0.0018596649
Low Tox 0.11378009 Moderate Con 0.402
Aug 27, 2025 Why Canadians Are Turning Against …
I agree with you to the extent of your understanding of Canadian culture. However, immigrants to Canada should be aware that the First Nations and indigenous people of Canada often have to seek a better …
I agree with you to the extent of your understanding of Canadian culture. However, immigrants to Canada should be aware that the First Nations and indigenous people of Canada often have to seek a better life in other countries because colonizers and their descendants show no regard for treaty rights and have disenfranchised First Nations. The government hides the facts about the plight of indigenous Canadians and lie to Canadian immigrants and citizens, always to divide and conquer. Immigrants often don't realize that most indigenous Canadians are living in worse conditions than what the immigrants themselves came from, and few live as comfortably as white Canadians. When white people talk about how hard they have it because of immigrants, they should think about what First Nations have to deal with everyday because of them. Why is there a French-speaking province and not a Cree or Anishnabe speaking province?
Identity Attack0.083355546
Insult0.05964688
Profanity0.014122557
Threat0.007521313
Severe Toxicity0.0029754639
Low Tox 0.11336674 Constructive 0.77
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
@9:50 bruh why is he lying. they are working under the table .
@9:50 bruh why is he lying. they are working under the table .
Identity Attack0.0032928092
Insult0.05964688
Profanity0.019212283
Threat0.0069516995
Severe Toxicity0.0018882751
Low Tox 0.11336674 Low Con 0.186 Unverified_Claim
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
What baffles me is how easily the government and public colleges are shifting the blame and pretending to be like a deer in the headlight. $252 million, this is the surplus profit) that one just …
What baffles me is how easily the government and public colleges are shifting the blame and pretending to be like a deer in the headlight. $252 million, this is the surplus profit) that one just one Ontario public college had in 2024. There’s no typing error, friends, this is the number and anyone can verify it. The last I checked, these colleges are not operated or governed by immigrants, it’s us who are in charge. We are being mislead to believe that the problem lies elsewhere. Colleges made money, the feds, province , region every body made millions. Where were these auditors for 8 years. This mass influx began in 2018, so was the entire government and administration at all levels was napping.
Identity Attack0.02439919
Insult0.0623257
Profanity0.01941724
Threat0.0072235605
Severe Toxicity0.0022697449
Low Tox 0.112643376 Constructive 0.621 Policy_Critique
Sep 28, 2025 10 likes IRCC Names India in Study …
Living in Nova Scotia close to Halifax. They’ve swapped like 90% of the minimum wage workers for Indians. Our demographic has changed significantly since COVID, which I don’t think is an accident. I have a …
Living in Nova Scotia close to Halifax. They’ve swapped like 90% of the minimum wage workers for Indians. Our demographic has changed significantly since COVID, which I don’t think is an accident. I have a feeling the government is lying about our census studies.
Identity Attack0.06340405
Insult0.04090862
Profanity0.016957775
Threat0.006537435
Severe Toxicity0.0019073486
Low Tox 0.11212669 Constructive 0.594 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I like that guy in the orange vest, spoke no lies!
I like that guy in the orange vest, spoke no lies!
Identity Attack0.008694496
Insult0.042665333
Profanity0.025907494
Threat0.0074048014
Severe Toxicity0.0024032593
Low Tox 0.10956833 Moderate Con 0.396 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Came for one month visit, and he's on the seventh month and obviously lying about leaving,...........the system is too relaxed for these people.
Came for one month visit, and he's on the seventh month and obviously lying about leaving,...........the system is too relaxed for these people.
Identity Attack0.002848835
Insult0.062150877
Profanity0.012722028
Threat0.0062526283
Severe Toxicity0.0013160706
Low Tox 0.10870059 Moderate Con 0.398 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
The guy on the bike spoke no lies 🗣️
The guy on the bike spoke no lies 🗣️
Identity Attack0.005660672
Insult0.027347196
Profanity0.04291453
Threat0.008427517
Severe Toxicity0.0038719177
Low Tox 0.10522962 Moderate Con 0.322 Meta_Commentary
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
LIES LIES LIES
LIES LIES LIES
Identity Attack0.0027193425
Insult0.053205602
Profanity0.029186781
Threat0.0059775305
Severe Toxicity0.0061798096
Low Tox 0.103060275 Moderate Con 0.315
Dec 28, 2025 Deportations From Canada at Their …
No for real, this is so hectic & too accurate... It hurts how accurate it is no lie 🥲
No for real, this is so hectic & too accurate... It hurts how accurate it is no lie 🥲
Identity Attack0.0034962974
Insult0.031917825
Profanity0.025907494
Threat0.006699257
Severe Toxicity0.0020503998
Low Tox 0.103060275 Constructive 0.514 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
sell among themselves , live among themselves is tru no lies
sell among themselves , live among themselves is tru no lies
Identity Attack0.005253696
Insult0.028392024
Profanity0.022423252
Threat0.009307829
Severe Toxicity0.002231598
Low Tox 0.10175867 Low Con 0.139
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Bike guy spoke no lies
Bike guy spoke no lies
Identity Attack0.010951365
Insult0.036104713
Profanity0.031391226
Threat0.0078449575
Severe Toxicity0.002861023
Low Tox 0.10089093 Moderate Con 0.361 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Do we believe government funded media anymore? Not lies. Just untruths. Tell people what they wanna hear. Votes.
Do we believe government funded media anymore? Not lies. Just untruths. Tell people what they wanna hear. Votes.
Identity Attack0.0042917514
Insult0.04383647
Profanity0.014088398
Threat0.0068999166
Severe Toxicity0.001449585
Low Tox 0.10045706 Low Con 0.128 Meta_Commentary
Dec 30, 2025 Deportations From Canada at Their …
Bro in the bike told no lies. 😂 🤣
Bro in the bike told no lies. 😂 🤣
Identity Attack0.003644289
Insult0.03158728
Profanity0.022013342
Threat0.0079873605
Severe Toxicity0.0025177002
Low Tox 0.09655223 Low Con 0.276 Humor_Satire
Jan 27, 2026 59 likes Inside Canada's Indian Invasion...
One mistake; improper or little to no vetting. Language, criminal records and body language to an extent. I would go as far as introducing a lie detector test.
One mistake; improper or little to no vetting. Language, criminal records and body language to an extent. I would go as far as introducing a lie detector test.
Identity Attack0.0023401144
Insult0.033460364
Profanity0.012277958
Threat0.0073789097
Severe Toxicity0.0012779236
Low Tox 0.081625134 Moderate Con 0.328
Aug 24, 2025 19 likes Why Canadians Are Turning Against …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this time it is happening through modern immigration and citizenship policies rather than conquest. Brampton is increasingly becoming Indian-dominant, not because of organic assimilation, but because Canadian government policies have allowed unchecked immigration, easy pathways to citizenship, and weak enforcement against illegal overstays. This demographic shift is a direct consequence of Canadian governance decisions, not the actions of immigrants alone. It is also important to acknowledge an uncomfortable reality: while many Indians in Brampton are hardworking, skilled, and law-abiding, there are individuals living there who are reportedly facing criminal charges or are wanted in India, yet continue to remain abroad due to legal loopholes, slow extradition processes, or a lack of coordination between governments. Ignoring this issue only undermines trust and accountability. Ultimately, the responsibility lies with the Canadian government. Citizenship is granted by Canada, not India. If Brampton is changing rapidly in its cultural and demographic makeup, it is because policymakers chose growth without proper planning, enforcement, or integration. History shows that when governments ignore demographic balance and social cohesion, long-term consequences follow—regardless of which group is involved.
Identity Attack0.04538634
Insult0.0279513
Profanity0.013985921
Threat0.0074436385
Severe Toxicity0.0020599365
Low Tox 0.079250954 Constructive 0.67
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
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 …
I worked with a lot of refugees and asylum seekers. They are generally allowed to work hwhilst waiting on their claim to be processed. My experience was they are very hard working, smart and ambitious. …
I worked with a lot of refugees and asylum seekers. They are generally allowed to work hwhilst waiting on their claim to be processed. My experience was they are very hard working, smart and ambitious. Not settling for just collecting welfare or hwhat-not. They are net contributors to Canadian society. Fortunately, the ones I knew had their claims approved. But hwhat if they didn't? hWhat if they lied/exaggerated about the persecution back home. They're still productive members of society. hWhy send em back? Better yet: Don't make em lie in the first place! Let them live and work here indefinitely just because they want to.
Identity Attack0.018470341
Insult0.03235855
Profanity0.017572641
Threat0.0069516995
Severe Toxicity0.001783371
Low Tox 0.07608539 Constructive 0.842
Dec 29, 2025 1 likes Deportations From Canada at Their …
bro pulled up to b town 😭 he not lying tho brampton has changed severely in the last 10-15 years alone
bro pulled up to b town 😭 he not lying tho brampton has changed severely in the last 10-15 years alone
Identity Attack0.0050317086
Insult0.026315894
Profanity0.022628209
Threat0.0077025536
Severe Toxicity0.0022888184
Low Tox 0.07450261 Moderate Con 0.413 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You can’t lie, Indian food is amazing
You can’t lie, Indian food is amazing
Identity Attack0.017364962
Insult0.022319598
Profanity0.023994578
Threat0.0074048014
Severe Toxicity0.0023460388
Low Tox 0.06896287 Moderate Con 0.331 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
The guy on the bike told no lies.😂
The guy on the bike told no lies.😂
Identity Attack0.003144818
Insult0.02173949
Profanity0.01887069
Threat0.00756015
Severe Toxicity0.0016307831
Low Tox 0.05205809 Moderate Con 0.303 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I actually met someone who fits the description, came here through a international student program, he left that program from BC then came to Alberta and started work in forestry. He ended up getting fired …
I actually met someone who fits the description, came here through a international student program, he left that program from BC then came to Alberta and started work in forestry. He ended up getting fired due to him lying about his experience with computers and no back ground in forestry.
Identity Attack0.0037552824
Insult0.023028618
Profanity0.0117997285
Threat0.00704232
Severe Toxicity0.00093460083
Low Tox 0.045873325 Constructive 0.565 Personal_Narrative
Oct 25, 2025 1 likes IRCC Names India in Study …
Cultural clustering is a natural phenomenon. Even within India, if someone moves from the North to the South (or vice versa), they often seek out people from their own region/religion/community to feel a sense of …
Cultural clustering is a natural phenomenon. Even within India, if someone moves from the North to the South (or vice versa), they often seek out people from their own region/religion/community to feel a sense of familiarity and comfort. Brampton’s story reflects this same human instinct to find community and preserve traditions in a new place without disturbing the territorial harmony(but that didn't go well). At the same time, Indian culture and values are inherently inclusive, with a long history of adapting and coexisting with diverse communities. The real challenge lies not in immigrants forming close-knit groups, but in how well both newcomers and longtime residents accept and integrate with each other. When mutual respect and openness exist, diversity becomes a strength rather than a division. That said, the scale and pace of Brampton’s demographic change raise important policy questions. The Canadian government should have anticipated and planned for this transformation much earlier. Whether they did not act, or could not act, is a question only they can answer but it is central to understanding today’s challenges.
Identity Attack0.031464707
Insult0.018323302
Profanity0.016172111
Threat0.0072882893
Severe Toxicity0.0016307831
Low Tox 0.042657252 Constructive 0.725 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country …
Why the goverment think is illegal immigrant is doing crime in Canada theirs Also citizen doing crime too a lots of illegal immigrant they goes to school Worked o help their family in their country They have no time to commit crime they brought in so much refugees in Canada some of them lied just to come Canadian goverment. Dosen looks after their citizen they take from the citizens and give to the refugees that worked here for many years the citizen suffer that’s wrong
Identity Attack0.026105914
Insult0.0055637187
Profanity0.000032565335
Threat0.00047479253
Severe Toxicity0.0000051477014
Low Tox 0.042401526
Apr 14, 2025

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.