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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "I'm glad I'm not in …" 40 comments · Page 1 of 2
I'm glad I'm not in Canada. By the looks of it I'm sure it will smell like another shit hole.
I'm glad I'm not in Canada. By the looks of it I'm sure it will smell like another shit hole.
Identity Attack0.4774257
Insult0.57566804
Profanity0.7888968
Threat0.013321015
Severe Toxicity0.22513679
Toxic 0.8403191 Moderate Con 0.382 Insult Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Glad to know that I’m not insane. I live in the GTA Immigration is a fucking problem
Glad to know that I’m not insane. I live in the GTA Immigration is a fucking problem
Identity Attack0.46028158
Insult0.43450394
Profanity0.77181685
Threat0.011638066
Severe Toxicity0.19149859
Toxic 0.76523775 Moderate Con 0.5
Jun 19, 2025 How Canada broke its immigration …
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś …
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś off to make ends meet) It’s a real piss off! The ones who help them commit fraud are a disgrace to ALL INDIANS! I’m glad this is coming to light
Identity Attack0.47178617
Insult0.7762574
Profanity0.41081807
Threat0.01698343
Severe Toxicity0.18538254
Toxic 0.76197964 Constructive 0.508 Insult Moral_Argument
Oct 2, 2025 IRCC Names India in Study …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Identity Attack0.46028158
Insult0.4339631
Profanity0.78491896
Threat0.011430934
Severe Toxicity0.24482845
Moderate 0.68408644 Constructive 0.624 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
No housing for Canadian seniors liberal are as bad as conservatives. I am gladly leaving Canada. I’m ashamed of Canada. Your a liar
No housing for Canadian seniors liberal are as bad as conservatives. I am gladly leaving Canada. I’m ashamed of Canada. Your a liar
Identity Attack0.36702603
Insult0.71120167
Profanity0.0913099
Threat0.008738215
Severe Toxicity0.023076924
Moderate 0.6667219 Moderate Con 0.342 Insult
Dec 30, 2017 1 likes How much do refugees and …
I'm glad I'm seeing more people talk about this stuff publicly. The problem is though is that its more than just Brampton. Its our entire fucking country
I'm glad I'm seeing more people talk about this stuff publicly. The problem is though is that its more than just Brampton. Its our entire fucking country
Identity Attack0.16993292
Insult0.37279442
Profanity0.7785769
Threat0.008556974
Severe Toxicity0.104393706
Moderate 0.6611249 Constructive 0.603
Jan 27, 2026 Inside Canada's Indian Invasion...
Ontario is such a 💩 hole I'm glad I don't live there anymore
Ontario is such a 💩 hole I'm glad I don't live there anymore
Identity Attack0.44690517
Insult0.5130944
Profanity0.41436642
Threat0.027170537
Severe Toxicity0.16960317
Moderate 0.60152835 Moderate Con 0.364 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of …
Did none of the hypocrites here see through the hypocrisy of this video? That half naked man on the street complaining about people being naked in their house Landlords happy about growing rent All of these people pay taxes,almost everyone seen in the video works,and last I checked even blue collar workers pay taxes,from an uber eats driver to the nurse These people come here legally paying double and triple in fees,they're not illegal immigrants like many in USA The church was sold willingly for money and then the temple was built,all temples pay property taxes and were bought with money No one wants to talk about diploma mills willingly giving admissions to the students The people welcomed the youtuber with open arms,explained things,gave answers and a lot of food Some things need improvement I totally agree like Indians need to maintain cleanliness and integrate but overall what a piece of propaganda this video is,people in comments literally ignoring how welcoming the people were to this youtuber That guy is totally right,people don't really face racism irl Anyways I am glad people irl are not like people online,I love Canada and always will and I'm proud of how welcoming and open Canada is 🇨🇦❤️
Identity Attack0.24293575
Insult0.53014356
Profanity0.16496858
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.50759226 Constructive 0.817 Insult Policy_Critique
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. …
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. You did with buddy, from New York or Chicago. I loved that podcast so good one. And you're right on everything you said about them and the way they get in
Identity Attack0.10221587
Insult0.25602314
Profanity0.46460027
Threat0.011120236
Severe Toxicity0.02416241
Moderate 0.4269174 Constructive 0.791 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very …
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very hard when every single store; walmart; Fast food is all India. Other races will not be hired, so all we see are India taking over every taxi and every single job. They can tolerate having all their family live in one house, as they buy multiple homes. These homes are left empty, until enough house are bought to take over a lane or an entire neighbourhood. They are not hostile; extremely friendly, yet not as concerned about wearing hair net or beard net or gloves when preparing food. (We are told most are friendly but to be mindful of those that wear their head wrap. (Timmins Ontario has been taken over) ... According to 2021 Census data from Statistics Canada, there were approximately 765 people of South Asian descent living in the Timmins census agglomeration. Recent estimates and community reports suggest this number has continued to grow through 2026, primarily driven by international students and economic immigration. Population Estimates and Demographics Indian Immigrants: As of the 2021 Census, 115 residents in Timmins were specifically listed as having India as their place of birth, a significant increase from 55 in 2016. South Asian Population: The broader "South Asian" visible minority group—which predominantly includes people of Indian heritage—numbered 765 in 2021, representing 1.9% of the total population. This was a sharp rise from only 165 people in 2016. International Students: A significant portion of the Indian community consists of students at Northern College. Reports indicate that since 2017, the college has enrolled nearly 2,000 international students, with approximately 96% originating from India. Recent Growth Trends (2022–2026) While the official 2026 Census data is not yet available, current local indicators point to a sustained increase in the Indian community: Rebounding Population: Mayor Michelle Boileau noted in 2024 that Timmins' population has reached its highest levels in over a decade due to immigration and industry opportunities. Newcomers: Since 2021, over 700 newcomers have arrived in Timmins through programs like the Rural and Northern Immigration Pilot (RNIP). Cultural Infrastructure: The growth of the community led to the establishment of the city's first Sikh temple to serve the expanding Sikh and Indian resident base. Note that "North American Indian" refers specifically to Indigenous First Nations people, of which there were approximately 2,640 in Timmins as of 2021. This is distinct from the population of people with origins in the country of India.
Identity Attack0.3817989
Insult0.19967617
Profanity0.048425674
Threat0.013321015
Severe Toxicity0.014705247
Moderate 0.3389984 Constructive 0.844
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude, I’m glad u take on money and go to bed at night. U laugh about the poor. Dude, look me up and we can talk
Dude, I’m glad u take on money and go to bed at night. U laugh about the poor. Dude, look me up and we can talk
Identity Attack0.02238941
Insult0.1823172
Profanity0.094542764
Threat0.011741633
Severe Toxicity0.011749268
Moderate 0.31547862 Moderate Con 0.394 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Vasey how’s your scammers thing is going for you Keeps pushing my fellow teams I need more update on all of these scammers I’m very glad to have you all my fellow teams Loyalty love …
Vasey how’s your scammers thing is going for you Keeps pushing my fellow teams I need more update on all of these scammers I’m very glad to have you all my fellow teams Loyalty love respect 🫡
Identity Attack0.01191331
Insult0.24630153
Profanity0.08613731
Threat0.009074804
Severe Toxicity0.0074386597
Low Tox 0.28312725 Constructive 0.638 Meta_Commentary
Feb 24, 2026 'We do know that there's …
I'm glad Trump is purging them out in the US. We need a balance of demographics
I'm glad Trump is purging them out in the US. We need a balance of demographics
Identity Attack0.10815793
Insult0.06739554
Profanity0.04516909
Threat0.13734594
Severe Toxicity0.012054443
Low Tox 0.25462922 Moderate Con 0.474 Fear_Threat
Feb 24, 2026 Inside Canada's Indian Invasion...
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in …
I'm glad that my family immigrated to the US from Canada. We still have a place up that way in a very rural area and even that is falling apart. The Indians are coming in and taking a bunch of businesses and jobs from Canadians and they do not assimilate whatsoever.
Identity Attack0.316
Insult0.07428485
Profanity0.020646973
Threat0.0072106146
Severe Toxicity0.007019043
Low Tox 0.2524482 Constructive 0.685
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm also Indian and I also live in Brampton, Ontario, CA and I can agree that the Canada's Indian Invasion is WILD. Also, a location you visited is called Trinity Common Mall and I visit …
I'm also Indian and I also live in Brampton, Ontario, CA and I can agree that the Canada's Indian Invasion is WILD. Also, a location you visited is called Trinity Common Mall and I visit there almost every week, it's right next to my house haha. I have also visited some of the locations you have visited in this video. Aside from that, this video was great in explaining the invasion and I'm glad you stepped up to inform the situation. Also, that's my brother sitting on the left by himself at 9:26
Identity Attack0.27778897
Insult0.0836065
Profanity0.07805514
Threat0.012026439
Severe Toxicity0.013672344
Low Tox 0.24603334 Constructive 0.872 Personal_Narrative
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
And youtube removed this because its 'racist"? The truth hurts. I'm glad you are safe though. This needs to be looked at. Makes me wonder about the stories about Immigrants showing up on Reservations and …
And youtube removed this because its 'racist"? The truth hurts. I'm glad you are safe though. This needs to be looked at. Makes me wonder about the stories about Immigrants showing up on Reservations and lurking being true.
Identity Attack0.1714862
Insult0.082866095
Profanity0.019622196
Threat0.007689608
Severe Toxicity0.0046157837
Low Tox 0.2191003 Constructive 0.74 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people will gladly intergrade, but Canadian borns won't welcome it. Walk with me- I'll use food for an example. Every other grocery store is middle eastern/asian/african in Brampton and its becomes harder finding more western style food. I love international food, I cook it often but if you're used to burgers and pizza and only know how to make spaghetti it feels like a 'take over' These people want what they want and even though all these places are free for you to also enjoy they don't like it cause it's too 'foreign' to them. It doesn't mean there isnt still a No Frills or a Walmart or Metro, but because the african and halal store are closer and more frequent it seems like more of a convenience to others and not to you. When people say we're multi-cultural, they mean 'yeah he's brown or black but he keeps it to himself' They aren't going to go to that Sikh temple giving free food, and only go to the church at the beginning even though they're welcome to both. It's the same for Diwali and other things, white people dont care to be interested in those things, and just wonder why they get to have it at all. I do agree with that indian lady at the beginning though, with lax immigration you come in feeling like you don't need to do anything to assimilate. They're doing themselves a disservice by only helping themselves. I hate stereotypes being perpetuated onto people but like that Pakistani guy said too, you live in a bubble and you don't pay attention to that. You can go days without speaking english to someone. You can't immigrate somewhere and shut out everyone already there. I get you may not feel welcome by the white people like the ones in the beginning and so you dont mess with them, and its easy not to. But there needs to be openness with helping everyone benefit from multi-culturalism and not just some of us. There are issues with immigrants not wanting to go outside their bubble and for canadians not to want to either, It'll be hard to (with the current issues we're facing as a country) to actually blend together more.
Identity Attack0.25140062
Insult0.061101943
Profanity0.02392626
Threat0.008181547
Severe Toxicity0.0060272217
Low Tox 0.1883923 Constructive 0.849
Oct 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian, one that lives in GTA at that. Thank you for this video! We have two first languages (French & English)..yet speaking Punjabi is now an asset. Tim Hortons & McDonald’s used to …
As a Canadian, one that lives in GTA at that. Thank you for this video! We have two first languages (French & English)..yet speaking Punjabi is now an asset. Tim Hortons & McDonald’s used to be for our youth…now they can’t get jobs. The one thing we all loved growing up is the fact that our country was so diverse/multicultural. So many people actually born here either move further or have been leaving the country because theres damn near no more Canada. I’m just glad someone finally made an actual video talking about this 🙏🏽Not everyone is a problem, it’s really the past 3-4years that have been awful
Identity Attack0.057492398
Insult0.0654725
Profanity0.25458565
Threat0.0074048014
Severe Toxicity0.008277893
Low Tox 0.18174082 Constructive 0.805 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was …
It's coming to a small town near you.. I'm just glad they decided to fill up brampton before they fill up surrey (which they surely will very soon) When i was a kid, i was annoyed that there were so many chinese where i lived (Richmond, iykyk) but they never really did anything to wrong me. As i grew up i realized they just mind their own business and stay out the way, and generally let their children be pretty liberal (other than the studying). Now, I absolutely LOVE the chinese compared to all the damn indians. There isn't a trend of chinese buying business' then only hiring other chinese. (idk how indians get away with only hiring indians). The indian kids are rude AF usually, tons of wannabe gangsters, TONS of indian gang crime. . And the worst? the ones that live in brampton and surrey treat it like india. THEY treat YOU like a foreigner. I hate em. I just dont understand why immigrants cant just atleast learn the language and customs
Identity Attack0.17925262
Insult0.06634661
Profanity0.08775374
Threat0.0091524795
Severe Toxicity0.0077438354
Low Tox 0.17891699 Constructive 0.676 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Americans have been in shock over the last few weeks after all the Somalian corruption that has been exposed in Minnesota, Brampton is Canada's version of the Minnesota case except it's so much worse, the …
Americans have been in shock over the last few weeks after all the Somalian corruption that has been exposed in Minnesota, Brampton is Canada's version of the Minnesota case except it's so much worse, the corruption in Brandon is in its own league and i highly suggest anyone who's interested to do some of your own research, most of this stuff is hidden in plain sight yet the government doesn't react or do a single thing about it, and in some cases they are literally part of the corruption. The downfall of canada enabled by its greedy corrupted politicians will be studied by future generations and i'm glad that history will not be kind to them.
Identity Attack0.06567776
Insult0.08212569
Profanity0.021945024
Threat0.008466354
Severe Toxicity0.003604889
Low Tox 0.16158698 Constructive 0.536
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m glad I don’t know people who are against immigrants. And if they are they hide it well. There’s nothing wrong with someone wanting to make a living.
I’m glad I don’t know people who are against immigrants. And if they are they hide it well. There’s nothing wrong with someone wanting to make a living.
Identity Attack0.15731181
Insult0.034782536
Profanity0.018665737
Threat0.009463178
Severe Toxicity0.0038337708
Low Tox 0.16043124 Constructive 0.567
Aug 25, 2025 Why Canadians Are Turning Against …
I’m so glad someone made a video about this. I left Canada because of this problem over my Middle East country. It’s literally better here. Canada is a big bubble. It ain’t worth to live …
I’m so glad someone made a video about this. I left Canada because of this problem over my Middle East country. It’s literally better here. Canada is a big bubble. It ain’t worth to live in there.
Identity Attack0.09328204
Insult0.032468732
Profanity0.017914234
Threat0.007417747
Severe Toxicity0.0030899048
Low Tox 0.112746716 Constructive 0.548 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
Legal immigration is fine. When there’s MASS legal immigration, that’s when it becomes a problem 😂 I’m glad I’m American
Legal immigration is fine. When there’s MASS legal immigration, that’s when it becomes a problem 😂 I’m glad I’m American
Identity Attack0.057037655
Insult0.024124376
Profanity0.017777596
Threat0.0071588317
Severe Toxicity0.0030326843
Low Tox 0.11223003 Moderate Con 0.429 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Glad I'm moved away 20 years ago and living it up on Beautiful Manitoulin island.. PS ... DO NOT COME HERE !! 😊
Glad I'm moved away 20 years ago and living it up on Beautiful Manitoulin island.. PS ... DO NOT COME HERE !! 😊
Identity Attack0.028418748
Insult0.026058068
Profanity0.013234417
Threat0.008764107
Severe Toxicity0.0033950806
Low Tox 0.10696511 Constructive 0.584
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I'm so glad Singapore isn't as woke as the West, it's not perfect but they responded to the public backlash against mass migration here
I'm so glad Singapore isn't as woke as the West, it's not perfect but they responded to the public backlash against mass migration here
Identity Attack0.061130337
Insult0.028722567
Profanity0.018187506
Threat0.008000307
Severe Toxicity0.0022697449
Low Tox 0.104361884 Constructive 0.642 Comparative_Framing
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.