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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 am so glad... you …" 108 comments · Page 2 of 5
This almost feels like the borat social experiment. So openly racist and not caring , its just downright disgusting , diversity is what makes canada strong and having lived on every province , there is …
This almost feels like the borat social experiment. So openly racist and not caring , its just downright disgusting , diversity is what makes canada strong and having lived on every province , there is things i would change but im glad people are building new lives here and finding it safe, dont blame all your problems on immigrants and then call it based. Thats just a excuse.
Identity Attack0.24970764
Insult0.37392882
Profanity0.057944927
Threat0.0074954215
Severe Toxicity0.009613037
Moderate 0.37751234 Constructive 0.622 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Canadian alot of us would gladly accept new immigrants as all of us at one point or another was a immigrant unless ur native but we have a social standard of living since …
As a Canadian alot of us would gladly accept new immigrants as all of us at one point or another was a immigrant unless ur native but we have a social standard of living since forever and for a while it seemed like immigrants were fine with that but this new generation of immigrants would really love to see our country turn into theirs despite a lot of them seeking asylum or a better life here its ridicules to think anyone who's white is racist when all they wish to see Canada as it used to be with immigrants that respected and valued the countries norms
Identity Attack0.3817989
Insult0.35016364
Profanity0.08678388
Threat0.008686432
Severe Toxicity0.012435913
Moderate 0.37340668 Constructive 0.74 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views …
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views - This is a CANADA WIDE issue not just specific to Brampton. Calgary's NE - Brampton - Surrey Etc. If we are going to have such massive immigration I'd like to know why we can't bring in Filipinos, Japanese, and Koreans - They respect culture and work hard! Side note - why does our government support foreigners over supporting our own domestic couples to have children? - Modern day slave labour is the system Canada is running on right now. But you won't see liberals talking about that :)
Identity Attack0.3072352
Insult0.36365277
Profanity0.058946952
Threat0.009074804
Severe Toxicity0.012833111
Moderate 0.36867723 Constructive 0.63 Policy_Critique
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...
Those creatures are a disease, an infection spreading throughout the world its sickening. Im glad people are waking up about it
Those creatures are a disease, an infection spreading throughout the world its sickening. Im glad people are waking up about it
Identity Attack0.06658725
Insult0.25205973
Profanity0.11911256
Threat0.010913103
Severe Toxicity0.017610285
Moderate 0.3302291 Moderate Con 0.395 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
So they basically watered down Canadian citizenship... Glad they at least drastically cut Indian "students".
So they basically watered down Canadian citizenship... Glad they at least drastically cut Indian "students".
Identity Attack0.3817989
Insult0.08533409
Profanity0.028913507
Threat0.18597278
Severe Toxicity0.014382465
Moderate 0.3286776 Moderate Con 0.314
Jan 13, 2026 Canada’s new rules in 2026
Just think about it. They have like 1.5 billion people. How glad we are not be born there. Not being a Indian might be a flex at this point
Just think about it. They have like 1.5 billion people. How glad we are not be born there. Not being a Indian might be a flex at this point
Identity Attack0.3895355
Insult0.08558089
Profanity0.07740857
Threat0.021127338
Severe Toxicity0.018191293
Moderate 0.3260917 Moderate Con 0.388
Jan 27, 2026 96 likes 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...
Oh man, as soon I saw the title and the thumbnail, I just knew the comments were going to be insane 😂 As much as Canada is lauded as a nice and welcoming country, it's …
Oh man, as soon I saw the title and the thumbnail, I just knew the comments were going to be insane 😂 As much as Canada is lauded as a nice and welcoming country, it's open season when it comes to Indians. I work in a typical corporate environment, where all conversations are filtered through a layer of professionalism, and just the other day my director made a joke about how he's glad we don't have Indians on our team. Everyone laughed and we moved on as if it was a completely normal thing to say about an ethnic group. You know it's bad when both the conservative boomers and the liberal millenials/gen Z all agree we have too many Indians.
Identity Attack0.34324843
Insult0.2435641
Profanity0.0961592
Threat0.010369381
Severe Toxicity0.013414118
Moderate 0.3127066 Constructive 0.709
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Now as an American ., the illegal immigrants sem to be getting all the jobs while the American people are paying for everything and out of work and they giving out all kinds of perps,I …
Now as an American ., the illegal immigrants sem to be getting all the jobs while the American people are paying for everything and out of work and they giving out all kinds of perps,I an d I glad Trump is president so he can get the illegal out of this country. you have to blame the globist and NGOs and the WHO for this problem!
Identity Attack0.2964622
Insult0.16890354
Profanity0.029186781
Threat0.009178371
Severe Toxicity0.010528564
Moderate 0.30136615 Constructive 0.536 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Lived in Brampton for 22 years and I seen it go from bad to worst (for obvious reasons) glad me and my family got the hell out of there cuz it’s a sinking ship, I’ll …
Lived in Brampton for 22 years and I seen it go from bad to worst (for obvious reasons) glad me and my family got the hell out of there cuz it’s a sinking ship, I’ll only visit to see friends and relatives but I’ll never move back, I now live in a small town near London, way better over here
Identity Attack0.08500996
Insult0.08831572
Profanity0.29209393
Threat0.0130621
Severe Toxicity0.015221698
Low Tox 0.29405528 Constructive 0.565 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from …
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from the consequences all of us were warning u about. im glad i left the country and will never come back
Identity Attack0.27914262
Insult0.16780703
Profanity0.017982552
Threat0.025961896
Severe Toxicity0.01083374
Low Tox 0.2854937 Moderate Con 0.388
Aug 25, 2025 Why Canadians Are Turning Against …
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming …
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming to Canada, but this is all a part But this is all on purpose by our very own Liberal governments. Liberal is the key word. The people who defy God.
Identity Attack0.32184324
Insult0.10148193
Profanity0.027410502
Threat0.008634649
Severe Toxicity0.006942749
Low Tox 0.2853768 Moderate Con 0.48
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
We drove to Brampton from Alberta. While driving through the city to our destination, we saw no white skinned people. Good to visit with our family, but we were so glad to leave.
We drove to Brampton from Alberta. While driving through the city to our destination, we saw no white skinned people. Good to visit with our family, but we were so glad to leave.
Identity Attack0.2816105
Insult0.055547886
Profanity0.020646973
Threat0.009722093
Severe Toxicity0.0074005127
Low Tox 0.24442963 Constructive 0.659
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Im an American that recently visited London. Wowo there are tons of Indians living there. 😅Glad we got trump.
Im an American that recently visited London. Wowo there are tons of Indians living there. 😅Glad we got trump.
Identity Attack0.2781757
Insult0.06722072
Profanity0.06145202
Threat0.009100696
Severe Toxicity0.009651184
Low Tox 0.23667802 Constructive 0.532 Comparative_Framing
Jan 29, 2026 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...
I’d gladly pay for more resources toward removing these people than for housing and feeding them. And most importantly. Our healthcare system should be prioritized for Canadians first, not for refugees and asylum seekers trying …
I’d gladly pay for more resources toward removing these people than for housing and feeding them. And most importantly. Our healthcare system should be prioritized for Canadians first, not for refugees and asylum seekers trying to milk our system for their needs.
Identity Attack0.18546575
Insult0.06953252
Profanity0.015591404
Threat0.04363242
Severe Toxicity0.009307861
Low Tox 0.21776234 Constructive 0.509 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
BC here so glad most illegals stay in East!
BC here so glad most illegals stay in East!
Identity Attack0.16801116
Insult0.06302499
Profanity0.017094411
Threat0.0070552654
Severe Toxicity0.004310608
Low Tox 0.19219314 Moderate Con 0.47
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
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)

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.