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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: "Have we been living in …" 1,641 comments · Page 41 of 66
LOL 11:43 This border crossing is in the area I live in Vermont. Crossed it many times. I would highly recommend you do not come across illegally.
LOL 11:43 This border crossing is in the area I live in Vermont. Crossed it many times. I would highly recommend you do not come across illegally.
Identity Attack0.048995655
Insult0.058475737
Profanity0.027273865
Threat0.010576514
Severe Toxicity0.0049972534
Low Tox 0.19124292 Constructive 0.69 Personal_Narrative
Jan 27, 2026 20 likes Inside Canada's Indian Invasion...
Everyone is getting hurt by it. IS suffer as well, since they gambled on coming to Canada thinking they could improve their life conditions in here. Instead, they find a country with no jobs, high …
Everyone is getting hurt by it. IS suffer as well, since they gambled on coming to Canada thinking they could improve their life conditions in here. Instead, they find a country with no jobs, high living costs and tuition. IS and Canadians are getting ripped off.
Identity Attack0.10235514
Insult0.07270074
Profanity0.026863953
Threat0.011612174
Severe Toxicity0.003967285
Low Tox 0.1893425 Constructive 0.527 Economic_Argument
Feb 26, 2026 Why Canada’s immigration system has …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms …
Two generations ago (50-60 years ago) the Indians who came to Canada, with no family in Canada had excellent qualifications. They had to come with jobs waiting for them in universities, engineering firms, architectural firms and hospitals. The students were Masters or Ph.D. with full scholarship. They went on to build the country but they were minorities fighting the occasional racism on the street (as the woman in the green t- shirt says). Today, as a result of Trudeau's naïveté about the level of corruption in India, there's a huge influx of relatively unqualified Indians arriving and not being able to assimilate into Canadian society because they do not have good job qualifications. They end up living in ghettos and turn to crime. We must fix that by being much more selective of Indian immigrants. As someone of the Indian diaspora, I'd also like to say that there are those Indo Canadians ("brown folks") who want nothing to do with the Brampton or Surrey ghettos. Many of us are completely secular, having no religion and share nothing with these people fighting around temples and yelling at each other in Punjabi or Hindi. We speak English and French and vote in the elections.
Identity Attack0.10221587
Insult0.089778624
Profanity0.017572641
Threat0.007197669
Severe Toxicity0.004119873
Low Tox 0.1883923 Constructive 0.806
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the …
When I came to Canada, I thought, "Oh my god, I think I got on the wrong plane and landed in India." They're everywhere. I work for a Canadian company where ten percent of the employees are Canadian, and the rest are mostly Indians and refugees (from Syria, Laos, Vietnam, etc.). I think that when people don't want to accept the laws and want to live outside the law, they choose refugee status, doing whatever they want and trying to cheat the system. Canadian employers then find an opportunity to line their pockets with cheap labor, harming Canadians themselves. My view of Canada is like living on a pirate ship in the 21st century...bye, bye Canada... God help the Canadians.
Identity Attack0.16801116
Insult0.070799805
Profanity0.06546012
Threat0.008155655
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.617
Nov 22, 2025 Thousands of refugees allowed into …
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)
Similar situation in the UK. Southall is basically British Brampton, a London suburb where even many British Indians who have been living in the UK for decades are repulsed by.
Similar situation in the UK. Southall is basically British Brampton, a London suburb where even many British Indians who have been living in the UK for decades are repulsed by.
Identity Attack0.17925262
Insult0.06774519
Profanity0.038154904
Threat0.008026198
Severe Toxicity0.003929138
Low Tox 0.18744208 Constructive 0.588
Oct 19, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
Please remember you came here as IMMIGRANTS not MISSIONARIES . Come to CANADA and live by CANADIAN rules or find someplace else to go.
Please remember you came here as IMMIGRANTS not MISSIONARIES . Come to CANADA and live by CANADIAN rules or find someplace else to go.
Identity Attack0.12556632
Insult0.0638991
Profanity0.012107162
Threat0.0077672824
Severe Toxicity0.004501343
Low Tox 0.18744208 Moderate Con 0.363 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
They come here and spend as little money as possible, live 5 families to one house, buy property to rent to their own at cheap prices and straight up say in the ads that only …
They come here and spend as little money as possible, live 5 families to one house, buy property to rent to their own at cheap prices and straight up say in the ads that only Indians accepted. They send any extra money they make back home. They are literally taking over and our government is allowing it. How is this good for our economy?
Identity Attack0.18468912
Insult0.061976057
Profanity0.017572641
Threat0.006977591
Severe Toxicity0.004673004
Low Tox 0.18744208 Moderate Con 0.457 Unverified_Claim
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian, I agree with the respondents of this video. Too many Indians are leaving India to live in western countries, and causing a massive shift in the demographics of that nation. This is …
As an Indian, I agree with the respondents of this video. Too many Indians are leaving India to live in western countries, and causing a massive shift in the demographics of that nation. This is definately cause of concern for the residents there. Immigration should be stopped.
Identity Attack0.24801466
Insult0.033239998
Profanity0.019007329
Threat0.009592636
Severe Toxicity0.0049972534
Low Tox 0.18554166 Constructive 0.733
Sep 20, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
Please Free Khalistan so they can all go back and be free. let us Canadians live in please
Please Free Khalistan so they can all go back and be free. let us Canadians live in please
Identity Attack0.18313584
Insult0.04383647
Profanity0.016616182
Threat0.009722093
Severe Toxicity0.006980896
Low Tox 0.18554166 Moderate Con 0.314 Call_To_Action
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Well folks, it's been nice. I will now officially retreat in disgust, and live my own life to the fullest. May as well party at the end of meaning.
Well folks, it's been nice. I will now officially retreat in disgust, and live my own life to the fullest. May as well party at the end of meaning.
Identity Attack0.010951365
Insult0.05027775
Profanity0.07934829
Threat0.012751401
Severe Toxicity0.0050735474
Low Tox 0.18554166 Moderate Con 0.461 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Immigrants are not aliens, they are legal immigrants. On the other side, original Canadians are to be blame for their low birth rate, due to which government hasn't any choice but to have foreigners to …
Immigrants are not aliens, they are legal immigrants. On the other side, original Canadians are to be blame for their low birth rate, due to which government hasn't any choice but to have foreigners to run the businesses and dialy life course. The low birth rate is real issue. If the people of Canada didn't focus on this, sooner or later foreigners will overtake Canada. And of course when immigrants comes, surely they will bring their culture and living style too. Asking them to adopt Candian culture from the first day is senseless. There is no point of blaming immigrants for overtaking Canada.
Identity Attack0.18158256
Insult0.06582214
Profanity0.017709278
Threat0.007353018
Severe Toxicity0.0044059753
Low Tox 0.18459146 Constructive 0.573 Policy_Critique
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
I am born and raised in Canada from immigrant parents. Lived here all my life and I have to say ive seen waves of immigration throughout my growing years. Mainly Sri lankans and Ethiopians in …
I am born and raised in Canada from immigrant parents. Lived here all my life and I have to say ive seen waves of immigration throughout my growing years. Mainly Sri lankans and Ethiopians in the late 80s 90s. NOTHING like what has happened now. I never considered myself racist, but id be lying if I said im not growing tired of certain ppl
Identity Attack0.15517195
Insult0.0654725
Profanity0.022354934
Threat0.00780612
Severe Toxicity0.004043579
Low Tox 0.18269104 Constructive 0.694 Personal_Narrative
Aug 26, 2025 55 likes Why Canadians Are Turning Against …
So I reside in Ontario, I live in a city they call the armpit of Ontario. And everytime I come to this restaurant (I dont want to say what restaurant but if u ask id …
So I reside in Ontario, I live in a city they call the armpit of Ontario. And everytime I come to this restaurant (I dont want to say what restaurant but if u ask id tell you) - I would see a lot of them coming in by groups and they wear clothes like they still live back to whatever country they are from and would sit on their chairs cross legged as other people eat their food. Every hour theres dozens of them coming and I came to think are these people even legally here. It is just crazy to me as a legal immigrant where me and my family waited for 8 years for the application process, spent hundreds of thousands of money meanwhile I see people that arent from here and not even try to assimilate to Canadian culture. It is just infuriating.
Identity Attack0.055673428
Insult0.09124154
Profanity0.05168226
Threat0.00866054
Severe Toxicity0.004634857
Low Tox 0.18269104 Constructive 0.652
Oct 1, 2025 IRCC Names India in Study …
The host must not live here in Canada 😳🧐 weird argumentative biased tone
The host must not live here in Canada 😳🧐 weird argumentative biased tone
Identity Attack0.061130337
Insult0.082866095
Profanity0.012687869
Threat0.007094103
Severe Toxicity0.0029182434
Low Tox 0.18269104 Low Con 0.229 Meta_Commentary
Feb 24, 2026 18 likes 'We do know that there's …
I need the question on why they want to come to a cold climate? Just why? Just cause there’s Gibbs? They’re willing to just freeze their a$$ off. I don’t even wanna live up there.
I need the question on why they want to come to a cold climate? Just why? Just cause there’s Gibbs? They’re willing to just freeze their a$$ off. I don’t even wanna live up there.
Identity Attack0.015757138
Insult0.06337463
Profanity0.15195307
Threat0.00933372
Severe Toxicity0.006713867
Low Tox 0.18269104 Moderate Con 0.336 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Immigration with no integration is the issue. They want to live in Canada, but treat it poorly, and don't want to learn about Canadian culture
Immigration with no integration is the issue. They want to live in Canada, but treat it poorly, and don't want to learn about Canadian culture
Identity Attack0.1808059
Insult0.054962315
Profanity0.013678487
Threat0.006382086
Severe Toxicity0.0033569336
Low Tox 0.18174082 Moderate Con 0.382
Aug 25, 2025 232 likes Why Canadians Are Turning Against …
This is a lie. Refugees get $264.00 per day to live on while seniors are expected to live on $26.00 per day. And then the government subsidizes thier wages that they get when Canadians losing …
This is a lie. Refugees get $264.00 per day to live on while seniors are expected to live on $26.00 per day. And then the government subsidizes thier wages that they get when Canadians losing their jobs due to the federal and provincial governments destroying Canadians jobs which are then given to the "refugees". I am a Canadian senior refugee in my own country. .I want to get $264.00 per day to live on.
Identity Attack0.10221587
Insult0.070482984
Profanity0.014874061
Threat0.007301235
Severe Toxicity0.0032234192
Low Tox 0.18174082 Constructive 0.601 Unverified_Claim
Jan 29, 2026 How much do refugees and …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us hate the whole community. The gentleman in first half of the video mentioned “They sell among themselves and they live among themselves “, could’ve most probably come from his personal experience which might not have been the best and influenced from the dirty politics. 2nd part of the video shows two gentlemen saying “everyone is welcome”. Maybe it’s high time to break that instinct survival barrier and see if all are welcomed for the free food, belongingness and if they’re paying taxes. Also, not being unaware of the criminals that are there in every community of every society. Should they be the ones holding power to our narrative? Thank you for doing this video and showing both sides! Hope this brings more peace and prosperity in the society and within ourselves.
Identity Attack0.028418748
Insult0.082619295
Profanity0.07611542
Threat0.012803185
Severe Toxicity0.0048828125
Low Tox 0.18079062 Constructive 0.799
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Im a black American who lives here in Buffalo. Im 15 minutes from Fort Erie Ontario, and im starting to see what you're dealing with in Ontario here in Western New York
Im a black American who lives here in Buffalo. Im 15 minutes from Fort Erie Ontario, and im starting to see what you're dealing with in Ontario here in Western New York
Identity Attack0.2028587
Insult0.034562174
Profanity0.04141149
Threat0.009023022
Severe Toxicity0.0051879883
Low Tox 0.18079062 Constructive 0.662
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
We are all immigrants other than the indigenous and Inuit. My father’s family can be traced back to 1538. He is French Canadian and native. My mom was an Irish American from Cleveland Ohio. This …
We are all immigrants other than the indigenous and Inuit. My father’s family can be traced back to 1538. He is French Canadian and native. My mom was an Irish American from Cleveland Ohio. This country has changed so much. I am at a loss. We need to speak out our opinions. I have lived here all over Canada, all my life. Why can we open up the the immigration doors when we did not have the infrastructure. It was insane. It hurt the original Canadians. The migrants are treated special. There should not be kickbacks. The govt has created this racism by giving immigrants priviliges
Identity Attack0.10221587
Insult0.083112895
Profanity0.02836696
Threat0.008000307
Severe Toxicity0.0038719177
Low Tox 0.1798404 Constructive 0.8 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
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)
My parents lived in Brampton in the 80s. I was born in the 90s and I remember having to hush hush about how Brampton was changing. It was “wrong” to talk about it. Now it’s …
My parents lived in Brampton in the 80s. I was born in the 90s and I remember having to hush hush about how Brampton was changing. It was “wrong” to talk about it. Now it’s in our face. White towns shrink and suffer while this Brampton economy explodes, and it’s not helping canada.
Identity Attack0.17226285
Insult0.05262003
Profanity0.017162729
Threat0.007974415
Severe Toxicity0.0041770935
Low Tox 0.17891699 Constructive 0.567
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
It seems like Canadians are living in India, rather than Indians living in Canada
It seems like Canadians are living in India, rather than Indians living in Canada
Identity Attack0.22631748
Insult0.042665333
Profanity0.01941724
Threat0.0062914654
Severe Toxicity0.0044059753
Low Tox 0.17891699 Low Con 0.23 Identity_Assertion
Jan 11, 2026 122 likes 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.