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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 #}

Comment Explorer

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Active: "This is why Canadians who …" 3,707 comments · Page 117 of 149
hard to believe theres a statue of krishna in canada but our "Canadian stuff" Were too extreme
hard to believe theres a statue of krishna in canada but our "Canadian stuff" Were too extreme
Identity Attack0.04280826
Insult0.027476108
Profanity0.015215653
Threat0.0066668927
Severe Toxicity0.0018978119
Low Tox 0.07845957 Low Con 0.291 Identity_Assertion
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
I'm shocked, I'm not Canadian but I never expected this 😯
I'm shocked, I'm not Canadian but I never expected this 😯
Identity Attack0.055218685
Insult0.019483518
Profanity0.015898837
Threat0.0064985976
Severe Toxicity0.0020885468
Low Tox 0.077668175 Moderate Con 0.498
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
In Canada, for the past 10 years, it's more important to have DYI than it is to have qualified people in Canadian government- bottom line !
In Canada, for the past 10 years, it's more important to have DYI than it is to have qualified people in Canadian government- bottom line !
Identity Attack0.016460562
Insult0.034011267
Profanity0.013063621
Threat0.0066280556
Severe Toxicity0.0018596649
Low Tox 0.077668175 Moderate Con 0.367 Policy_Critique
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I just found Migrants are getting free dental, prescriptions and bus passes, and I, a Canadian, who has worked and paid taxes 40 yrs, homeless, get none of these. I am now convinced a revolt …
I just found Migrants are getting free dental, prescriptions and bus passes, and I, a Canadian, who has worked and paid taxes 40 yrs, homeless, get none of these. I am now convinced a revolt is the only way to get respect.
Identity Attack0.053854458
Insult0.019547975
Profanity0.010928668
Threat0.0071717775
Severe Toxicity0.0018119812
Low Tox 0.077668175 Constructive 0.69 Personal_Narrative
Jan 30, 2026 Canada’s new rules in 2026
Canada has let in too many Palestinians, ISIS, Pakistanis, Bangladeshis and Khalistanis who are now ‘Canadian’ and commit crimes on both sides of the border. Plus as the Canadian economy crumbles, many genuine Canadians are …
Canada has let in too many Palestinians, ISIS, Pakistanis, Bangladeshis and Khalistanis who are now ‘Canadian’ and commit crimes on both sides of the border. Plus as the Canadian economy crumbles, many genuine Canadians are trying to move to the United States.
Identity Attack0.096797325
Insult0.0060958085
Profanity0.00014097943
Threat0.001232904
Severe Toxicity0.000010263199
Low Tox 0.077135615
Dec 11, 2025
Indian gov i mean canadian government
Indian gov i mean canadian government
Identity Attack0.049989145
Insult0.021675033
Profanity0.022764845
Threat0.0072235605
Severe Toxicity0.002746582
Low Tox 0.07687678 Low Con 0.284 Humor_Satire
Feb 16, 2026 Inside Canada's Indian Invasion...
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)
They forgot, that they (Canadian) are also immigrants to North America.
They forgot, that they (Canadian) are also immigrants to North America.
Identity Attack0.06340405
Insult0.01961243
Profanity0.011646013
Threat0.006045496
Severe Toxicity0.0016117096
Low Tox 0.07687678 Moderate Con 0.303
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We are under attack when will Canadians realize if we don't stand up and fight it's not going to stop
We are under attack when will Canadians realize if we don't stand up and fight it's not going to stop
Identity Attack0.031206898
Insult0.015720926
Profanity0.012892825
Threat0.03235042
Severe Toxicity0.0026893616
Low Tox 0.07687678 Moderate Con 0.398 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per …
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per child, rent assist..Canadians don't get them why should these people who come out expecting to live for free
Identity Attack0.033269364
Insult0.025284592
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0018405914
Low Tox 0.07687678 Constructive 0.618
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
Judging by the comments Canadians seem desperate to imitate America's sovietized system... I used to be skeptical about "the myth of progress" but here we are
Judging by the comments Canadians seem desperate to imitate America's sovietized system... I used to be skeptical about "the myth of progress" but here we are
Identity Attack0.04667538
Insult0.02567133
Profanity0.011526455
Threat0.0063626673
Severe Toxicity0.0016880035
Low Tox 0.07687678 Moderate Con 0.451 Comparative_Framing
Feb 18, 2026 Canadian immigration officers investigating hundreds …
am an aerospace engineeer am from subsahara africa i never new we are categorised like that by canadians . And we have a lot of them immigrating here
am an aerospace engineeer am from subsahara africa i never new we are categorised like that by canadians . And we have a lot of them immigrating here
Identity Attack0.060675595
Insult0.019225692
Profanity0.011816809
Threat0.006330303
Severe Toxicity0.0017642975
Low Tox 0.07608539 Constructive 0.6 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
10 years for only 86% of people to start contributing and/or speak the language... That is not a good thing. You had to go back to the 70's to find a success story too? What …
10 years for only 86% of people to start contributing and/or speak the language... That is not a good thing. You had to go back to the 70's to find a success story too? What does that say about the current situation? Asian Canadians tend to assimilate much better than other groups and it took a group of them a long time to do partially do so. How are the tens of thousands of people doing that hate us and our culture?
Identity Attack0.04693319
Insult0.023995465
Profanity0.012448754
Threat0.006576272
Severe Toxicity0.001449585
Low Tox 0.07608539 Constructive 0.648
Oct 23, 2018 2 likes How much do refugees and …
I asked a Punjabi Girl what you want to be when you grow up. She told I want to be a Canadian.
I asked a Punjabi Girl what you want to be when you grow up. She told I want to be a Canadian.
Identity Attack0.06158508
Insult0.020966014
Profanity0.017026093
Threat0.007340072
Severe Toxicity0.0025558472
Low Tox 0.07608539 Constructive 0.507 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
These people came to Canada not for education, but to stay in the country! Another question is - who these people are, because the education and living in Canada are very expensive! Many Canadians have …
These people came to Canada not for education, but to stay in the country! Another question is - who these people are, because the education and living in Canada are very expensive! Many Canadians have to take a loan for education. Another issue is the fake letters of admission.
Identity Attack0.033784978
Insult0.028722567
Profanity0.0103992
Threat0.005971058
Severe Toxicity0.0012397766
Low Tox 0.07608539 Moderate Con 0.46
Jan 15, 2026 29 likes 2.9 million Canadian temporary visas …
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 …
As a third generation Canadain I used to have disagreements with my relatives that I am Canadian I am not your culture I was born here. The young have to change the old.
As a third generation Canadain I used to have disagreements with my relatives that I am Canadian I am not your culture I was born here. The young have to change the old.
Identity Attack0.052490227
Insult0.024511116
Profanity0.011133623
Threat0.0065956907
Severe Toxicity0.0016784668
Low Tox 0.07608539 Constructive 0.657
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
This does nothing for actual canadians. Nothing!
This does nothing for actual canadians. Nothing!
Identity Attack0.04435511
Insult0.021159383
Profanity0.011611853
Threat0.006356194
Severe Toxicity0.0014972687
Low Tox 0.07608539 Low Con 0.217 Policy_Critique
Jan 23, 2026 Canada’s new rules in 2026
Lol Canadians aren't even going.
Lol Canadians aren't even going.
Identity Attack0.14631197
Insult0.010873457
Profanity0.00012526714
Threat0.00039165965
Severe Toxicity0.0000078662815
Low Tox 0.076035306 Humor_Satire
Dec 9, 2025
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more labor should be less taxed. BYE CANADIAN Only. HI TAX for imported goods. * Build thousands condominiums by government and rent them to low income people. Decentralized from major cities. * Lower the TAX like USA * Implement Health insurance like USA. Easy Medical loan who needed. * Women should be encouraged to take babies and raise kids for population growth. Increase child benefits and handsome pregnancy award to give birth. Maternity benefits for 3 years. * Culture is freedom of choice on one hand and it should be practiced in private places or in closed boundaries. There should not be any national culture or majority culture. All should respect each other and don't try to impose anything to others. So no public display or disturbances by culture issues. * Omitting bilingual system of English French. It's very stupidity. In office or workplaces ONLY English Please. Quebec only French. Not both. Government language only English. In private places you speak anything but outside only English. It could be broken English but English. It's important. The solutions are in front of us, government don't want to act
Identity Attack0.0233943
Insult0.028171662
Profanity0.014054239
Threat0.0067186756
Severe Toxicity0.002298355
Low Tox 0.075294 Constructive 0.684 Policy_Critique
Sep 15, 2025 Why Canadians Are Turning Against …
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only …
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only to those it needs and that as a privilege -NO ONE has any rights to coming to Canada and those who are accorded such an opportunity need to understand clearly that they are opting for a new way of life that gives them opportunity and must be prepared psychologically to adapt and contribute -This concept has been brutalized in recent decades and law order and expectations have been trampled on -Hence today’s situation-a Canadian who came according to law and embraced Canada its way of life and Canadians
Identity Attack0.035589635
Insult0.029053112
Profanity0.012107162
Threat0.006977591
Severe Toxicity0.0019931793
Low Tox 0.075294 Constructive 0.616 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Brampton used to be Canadian with some Caribbean. Now....
Brampton used to be Canadian with some Caribbean. Now....
Identity Attack0.047190998
Insult0.025026767
Profanity0.012858666
Threat0.0062137907
Severe Toxicity0.0018882751
Low Tox 0.075294 Moderate Con 0.34
Sep 18, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, …
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, don't work in a skilled profession, and don't engage with the Canadian community or culture. To expand on that, I have a great job in construction estimating on $85k a year, I speak fluent english (of course), I rent my own condo, my partner is Canadian and I have multiple Canadian friends. Yet, still I'm not convinced my PR visa will ever be granted. Then I walk into Tim Hortons or Subway and the foreign workers there can't understand a word I'm saying... how is that right??
Identity Attack0.027815815
Insult0.030595649
Profanity0.016103793
Threat0.0066668927
Severe Toxicity0.001964569
Low Tox 0.075294 Constructive 0.831
Sep 23, 2025 140 likes Inside Canada's Indian Metropolis (Brampton)
i often hear Canadian natives and Indians in the same sentence.
i often hear Canadian natives and Indians in the same sentence.
Identity Attack0.06795148
Insult0.018516673
Profanity0.0138151245
Threat0.006485652
Severe Toxicity0.0018501282
Low Tox 0.075294 Moderate Con 0.411 Meta_Commentary
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)

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.