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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I AM CANADIAN. And sad …" 73 comments · Page 1 of 3
wath the fuck on you face Canadians thet not nice sad 😔😔😔😔👎🏼👎🏼👎🏼
wath the fuck on you face Canadians thet not nice sad 😔😔😔😔👎🏼👎🏼👎🏼
Identity Attack0.5135796
Insult0.5723624
Profanity0.77181685
Threat0.05559385
Severe Toxicity0.50703704
Toxic 0.911035 Low Con 0.279 Identity Attack Insult
Aug 27, 2025 Why Canadians Are Turning Against …
I’m a sad Canadian. I knew shit was going on, but I’ve been blissfully ignorant to this bullshit
I’m a sad Canadian. I knew shit was going on, but I’ve been blissfully ignorant to this bullshit
Identity Attack0.29798782
Insult0.47384647
Profanity0.8855216
Threat0.009281937
Severe Toxicity0.16960317
Toxic 0.8364697 Moderate Con 0.361 Personal_Narrative
Mar 3, 2026 Inside Canada's Indian Invasion...
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it …
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it becomes a problem. Canada accepts a lot of immigrants more then the US but if the US had a less strict immigration policy it would probably look very similar. Canada is super under populate comparing it to other countries of the same exact size. Hey Canadians can we not be as racist as the flipping Americas. Saying that they're is an invasion of people who have proper documentation and are allowed to live in Canada is racist. To say you want people of a different race or culture is flipping racist no matter what way you spin it. It makes me so angry that fucking youtuber with no fucking degree gets to shit on others people lives and profit off of it. And the sad part is Tyler is not the only one doing this but many other youtubers are straight up doing bad journalism and taking random peoples word for it...with zero degrees in the matter they are speaking about. Yes sometime he gets people who actually know what they are talking about but most the time they are super bias or have something to gain from talking about it. Anyways, I just tired of "Scary" propaganda most the time it's not an actually issue. What we as Canadians should be focused on why you need 10+ years of experience to work a minimum wage job (And it isn't Indian immigrants fault but greedy corporations)
Identity Attack0.55044734
Insult0.57787937
Profanity0.70384485
Threat0.03304107
Severe Toxicity0.3529199
Toxic 0.78711975 Constructive 0.734 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making …
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making hands over fists in India? California burger for one foreign white owned business. Yes sir,he's earning millions annually selling Mexican food in India. These poor Canadians, rural folk, don't travel, so they have no idea what they are talking about. Sadly.
Identity Attack0.4887047
Insult0.71551245
Profanity0.46222726
Threat0.01254427
Severe Toxicity0.16960317
Toxic 0.73663366 Constructive 0.559 Insult Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Soon there will be garbage all throughout the street, rivers, lake and even more in the cities than there is already. It’s sad. Ignorant people with no civic duties in their culture. It’s not racist …
Soon there will be garbage all throughout the street, rivers, lake and even more in the cities than there is already. It’s sad. Ignorant people with no civic duties in their culture. It’s not racist to notice patterns. If the shoe was on the other foot, Canadians would be laughed at and run out if we imposed our religion and moved in millions of people over a decade. Stole all the jobs, destroy industries with low cheap labour. Exactly what’s happening in Canada. Can’t even speak the damn language yet, we are racist for getting mad I have to repeat “large black coffee” 17 times just to get a Chai Tea with 5 sugars in it. Canada has gone to shit.
Identity Attack0.36702603
Insult0.5739874
Profanity0.39409557
Threat0.016292779
Severe Toxicity0.03321367
Moderate 0.57271194 Constructive 0.522 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Most of this issue is caused by north Indians who find it hard to assimilate especially the Sikhs. And the issue was caused by the canadian government who prioritized quantity over quality. As an indian …
Most of this issue is caused by north Indians who find it hard to assimilate especially the Sikhs. And the issue was caused by the canadian government who prioritized quantity over quality. As an indian immigrant there are times I feel disgusted by their behavior. Due to this behavior the nicer Indians who hold up canadian values are getting the same discrimination. Me myself is a catholic indian who had to leave the country because of the religious bullshit caused by north Indians. We were not even allowed to have a peaceful Christmas in India. As I moved to Canada I faced more racism from north Indians as I eat beef and pork and dont speak hindi. It breaks my heart everytime when I get discriminated from people thinking that i am a punjabi. I just want to live a normal life and follow my faith. Its sad that they dont let us live peacefully in india and in Canada.
Identity Attack0.49032792
Insult0.46625584
Profanity0.42990944
Threat0.013217449
Severe Toxicity0.028730227
Moderate 0.47886392 Constructive 0.696 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It's so sad that the franchises employ immigrants, and then you hear on the news that the Canadian youths can't find a job. It takes one brain cell to understand this. Horrible.
It's so sad that the franchises employ immigrants, and then you hear on the news that the Canadian youths can't find a job. It takes one brain cell to understand this. Horrible.
Identity Attack0.41052565
Insult0.48484445
Profanity0.07320584
Threat0.010110466
Severe Toxicity0.021031776
Moderate 0.47173777 Moderate Con 0.398
Sep 9, 2025 5 likes Why Canadians Are Turning Against …
I can understand both perspectives but you’re interviewing homeless and low class white Canadians… essentially the losers of society… the multi generational Canadians who have nothing to show for being in this country for over …
I can understand both perspectives but you’re interviewing homeless and low class white Canadians… essentially the losers of society… the multi generational Canadians who have nothing to show for being in this country for over 100 years 😂 Some points are fair but other just seem like they’re sad that they’re behind when they’ve been here for so long. If you are a white multi generational Canadian and you are poor, you have no one to blame but yourself and your family that came before you. If you did not capitalize on purely just the time that you’ve been here and all the appreciation that comes with it, it has nothing to do with Indians. Most wealth is inherited and if you didn’t inherit anything that sucks. Bunch of crackheads mad about Indians being in their country like that’s the reason they’re poor and on the streets. I don’t like how annoying the Indians can be in Canada either but that’s not the reason these people you’re showing are poor.
Identity Attack0.46028158
Insult0.42167732
Profanity0.06746418
Threat0.008440462
Severe Toxicity0.019611536
Moderate 0.4269174 Constructive 0.589
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I am living in a tourist town in East Kootenay, British Columbia. They are coming, they own now gas stations, pizza chains, restaurants with a Canadian tradition fasade, Tim Hortons, McDonalds, they drive like nuts, …
I am living in a tourist town in East Kootenay, British Columbia. They are coming, they own now gas stations, pizza chains, restaurants with a Canadian tradition fasade, Tim Hortons, McDonalds, they drive like nuts, they are arrogant and males are disrespectful. Sad, very sad, Invermere is slowly becoming Punjabmere. At 4:03 "...we live by our own rules, they don't learn, I don't learn..." crystal clear, they are detached from Canadian culture and want us to integrate to their culture.
Identity Attack0.36702603
Insult0.45758462
Profanity0.072882555
Threat0.008026198
Severe Toxicity0.01825585
Moderate 0.41445592 Constructive 0.615 Identity_Assertion
Sep 30, 2025 17 likes Inside Canada's Indian Metropolis (Brampton)
They’re awful and need to go home. Can’t even call the bank without not understanding what they’re saying or eat take out food that doesn’t taste like Indian spices or walk down the street and …
They’re awful and need to go home. Can’t even call the bank without not understanding what they’re saying or eat take out food that doesn’t taste like Indian spices or walk down the street and only hear Indian music…my daughters class last year was only Indian and Arabic kids and the principal was Indian how are they gonna teach Canadian culture and education I’d ask what she did in school she said learned Indian dances. I’m 11 generations Canadian and they completely chaged our small home towns and neighbour hoods we have our own customs and cultures and it’s all gone now also there’s so much rape and assault charges or teachers molesting kids or men in girls bathroom and it’s Indian men!!! Disgusting and sad I used to love being Canadian now I hate Canada
Identity Attack0.37730414
Insult0.43158367
Profanity0.11725569
Threat0.013579931
Severe Toxicity0.021806452
Moderate 0.41168427 Constructive 0.627
Sep 1, 2025 Why Canadians Are Turning Against …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and …
Thank you for documenting this bro… seeing Brampton turn to the hellhole “Bramladesh” (nickname we call it) has been incredibly sad, I use to go to Bramladesh to watch Brampton Battalion (OHL Hockey) games and the city was a great blue collar town to spend time in… ever since the Indian invasion I almost never go, seeing people defaecate and urinate frequently in public, the abhorrent driving, the dirtiness, & the incredible rudeness of the Indian population has made me not visit in yrs now. It’s getting worse in other areas like Niagara as well, where the same problem is occurring. What kills me is that if anyone who’s white speaks up about this the pathetic liberals instantly call you a “bigot” or a “Racist” for simply stating facts and expressing how MANY of us are feeling. A vast majority of Canadians had NO problem with the initial influx of Indians moving here in the early 2000’s they came over we’re very respectful, assimilated, became Canadians, & respected Canada and Canadians… this last 15 yrs has been the exact opposite.
Identity Attack0.4453683
Insult0.40243408
Profanity0.26735115
Threat0.030623792
Severe Toxicity0.023927659
Moderate 0.41168427 Constructive 0.738 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights …
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights or try to pull off bs like this government is doing but Canadians are too drunk and too high to even do anything about it Canada has tampons in the men’s washroom enough said of the state of canada
Identity Attack0.39461556
Insult0.4125297
Profanity0.10797132
Threat0.008582866
Severe Toxicity0.019224197
Moderate 0.4014846 Moderate Con 0.463
Aug 28, 2025 Why Canadians Are Turning Against …
Wow, the makers of this video went after the most prejudiced people, racist and uninformed who spew falsehood and prejudice. It would be nice if they educated themselves. Canadian cities are not dying, investment and …
Wow, the makers of this video went after the most prejudiced people, racist and uninformed who spew falsehood and prejudice. It would be nice if they educated themselves. Canadian cities are not dying, investment and services everywhere. This video is sad, and so anti-Canada.
Identity Attack0.2781757
Insult0.40975618
Profanity0.021330157
Threat0.008841781
Severe Toxicity0.012359619
Moderate 0.39842087 Moderate Con 0.336 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My grandfather fought in wwII. It's sad but I'm so happy he is not here to see what has become of this country he fought and risked his life for. Its so pathetic . I've …
My grandfather fought in wwII. It's sad but I'm so happy he is not here to see what has become of this country he fought and risked his life for. Its so pathetic . I've always been proud to be Canadian now I want to get out of this country and live elsewhere. I feel my grandfather left his family risked his life for Canadians to be living in encampments while we continue to allow more immigrants into this country that do not respect it. Not only can we not find housing and are living in tents. It's funny but I don't see any immigrants living in tents. Where can I vote to be the 51st state. Sign me up
Identity Attack0.23770751
Insult0.44126466
Profanity0.0816113
Threat0.009281937
Severe Toxicity0.012703998
Moderate 0.39842087 Constructive 0.695 Personal_Narrative
Aug 30, 2025 7 likes Why Canadians Are Turning Against …
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even …
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even saying this. It's so sad, I'm okay with equality but it's quite obvious that we are being neglected. The amount of people that joke saying it's the new India is unbelievable, I'm ashamed of our country
Identity Attack0.44690517
Insult0.25800487
Profanity0.077731855
Threat0.010472948
Severe Toxicity0.017674843
Moderate 0.3969567 Constructive 0.656 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Sock Puppet did this. He is not very bright but he is pretty, so the Canadian female voters vote for him because the Conservative leaders who have brains and good policies are just not …
The Sock Puppet did this. He is not very bright but he is pretty, so the Canadian female voters vote for him because the Conservative leaders who have brains and good policies are just not pretty enough. Sad but true.
Identity Attack0.17925262
Insult0.43450394
Profanity0.05543986
Threat0.007029374
Severe Toxicity0.009841919
Moderate 0.39441586 Moderate Con 0.355 Policy_Critique
Jun 23, 2025 How Canada broke its immigration …
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, …
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, skilled people; race doesn't matter, even that nurse guy should be deported. Don't allow any indian asylum seekers because India is poor, not as bad as a war-ridden country only allow doctors, engineers, and scientists, and businessmen with a master's degree, and don't allow Punjabi guys, they are less educated and quite erratic. Please check if they have any criminal history, and this applies to all immigrants who are not from Europe or Southeast Asia, etc You guys don't need indian truckers and janitors. pls don't be racist. Remember, 15% of all Canadian doctors are indian
Identity Attack0.46028158
Insult0.30326313
Profanity0.075792134
Threat0.046541955
Severe Toxicity0.023076924
Moderate 0.3827457 Constructive 0.616
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our …
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our over burdened medical fiasco while our children and tax payers work non stop supporting them! More babies, bigger accommodations, support, child tax credits, extra necessities, vehicles, even friggin credit cards paid by us.
Identity Attack0.28883415
Insult0.34032786
Profanity0.27747265
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.37751234 Constructive 0.546 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
800000 Indian in Canada, that’s sad !!! Why is Canadian government doing that. Dump idea.
800000 Indian in Canada, that’s sad !!! Why is Canadian government doing that. Dump idea.
Identity Attack0.3817989
Insult0.3388922
Profanity0.05243378
Threat0.009540852
Severe Toxicity0.013866014
Moderate 0.37751234 Low Con 0.274 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I consider myself International( 3ed generation Canadian) because I spent half of my life working in many countries. Canada was always my home until about 15 years ago when I started feeling that thigs are …
I consider myself International( 3ed generation Canadian) because I spent half of my life working in many countries. Canada was always my home until about 15 years ago when I started feeling that thigs are changing in the wrong directions not only the immigration influx but total anti-Christian war, morality, family values, sexualization of children etc etc. its all gone to HELL !! This is not only about money and cheap labor, rather the NEW WORLD ORDER that the Western ELITES have implementing for decades. The same thing that's happening to us Canadians, it's happening to Americans, Britian, France, Spain, Italy, Germany and most of our G20 group because they all agreed to this globalization, and neoliberal policies. Now that my children graduated, I have moved them to an east European country where all my values and beliefs are still intact. I will be leaving Canada soon with a very sad heart, in my mind I will keep the Canada that I once loved. THIS IS ALL PLANNED it's not a mistake !! The countries in EU that don't allow for mass immigrants are being targeted, sanctioned, fined in the billions and are forcing to oust the governments ( Hungary, Slovakia, Poland etc )!! Government wants racial hearted and that's why it allows things that aggravates the Canadians...it's all about control and fear, they want us te fear each other !! If Canadian government wanted a high birth rate than it should have given the money that they spend on new immigrants to Canadian mothers in order to stay home and have more kids. Many countries have birth incentives for more than 2 children, countries that are nowhere economically on the Canadian level. Simply as I said, this is about globalization !!!
Identity Attack0.28034934
Insult0.2838064
Profanity0.25001678
Threat0.0113014765
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.73
Aug 26, 2025 Why Canadians Are Turning Against …
its not just Indians the Mexicans are working illegals on construction for way less money ,and the sad part is that Canadians companies are hire them !
its not just Indians the Mexicans are working illegals on construction for way less money ,and the sad part is that Canadians companies are hire them !
Identity Attack0.45348886
Insult0.21836096
Profanity0.023584666
Threat0.007081157
Severe Toxicity0.011062622
Moderate 0.3722269 Moderate Con 0.419 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay there, as simple as that, and it is strange how Canada is ruined by Punjabis, sikh terrorists in particular, as you can see all these are Punjabi sikh families, yet the hate is given to Indians and specifically to Hindus. I am not defending HINDUS here; there have been incidents where HINDUS have done things worthy of backlash, and they should be deported as well for their absolute religious stupidity, but why target only a specific religion and not the one that has done much worse, like literally being involved in criminal activities and notorious for it not only in Canada but in India as well? Exploited every policy and turned a Canadian city into its own home state city, and then felt proud of it in Indian podcasts: "yeah, Brampton feels like Punjab only."🤡 says a glorified ignorant Punjabi singer.
Identity Attack0.44690517
Insult0.26957804
Profanity0.0715894
Threat0.02181799
Severe Toxicity0.01986976
Moderate 0.3666224 Constructive 0.64
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
We're too nice and too woke so we're being pushed out and walked all over. I'm ashamed to be Canadian lately and it's sad. I've lived in Brampton since 1985 and seeing how much crime …
We're too nice and too woke so we're being pushed out and walked all over. I'm ashamed to be Canadian lately and it's sad. I've lived in Brampton since 1985 and seeing how much crime there is now and how I'm the minority now as a white single male is crazy. Brampton has changed so much it's so sad. 😢
Identity Attack0.36702603
Insult0.2659317
Profanity0.057443913
Threat0.008686432
Severe Toxicity0.010299683
Moderate 0.3389984 Constructive 0.671
Sep 1, 2025 40 likes Why Canadians Are Turning Against …
So sad filled up with Indies minority Canadians
So sad filled up with Indies minority Canadians
Identity Attack0.3825363
Insult0.22303216
Profanity0.022013342
Threat0.008168601
Severe Toxicity0.013478675
Moderate 0.3389984 Moderate Con 0.324 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own country and take the northern territories with you. You cannot let the communist take such beauty away from the world. The foreigners will destroy that land.
Identity Attack0.37292135
Insult0.16266862
Profanity0.03189224
Threat0.1338057
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.389
Jan 27, 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.