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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: "And the talk we do...Indians …" 114 comments · Page 4 of 5
I watched a video here on YouTube. In that video it features the real state agent (Catherine Antwi) on tiktok. And that Agent says she talked to an Indian couple who are undocumented for 22years …
I watched a video here on YouTube. In that video it features the real state agent (Catherine Antwi) on tiktok. And that Agent says she talked to an Indian couple who are undocumented for 22years in canada but owning 3 houses which is 2.5million. That couple use their cousin's name who has status. Why didn't cbsa or ircc didn't know about this kind of mortgage fraud. These couple are truly tax evaders and criminals. They should be ask to pay whatever they steal from not paying the taxes for 22years. The cbsa and ircc should hunt them and deport!!
Identity Attack0.16587129
Insult0.27558193
Profanity0.049928714
Threat0.010757755
Severe Toxicity0.009269714
Moderate 0.30439767 Constructive 0.689
Nov 21, 2025 20 likes Thousands of refugees allowed into …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family businesses we all know it go to your corner store you see it people that can't speak English convenience stores people are driving for Uber can't speak English people working at Tim Hortons can't speak English and it's really funny that even when I go to Tim Hortons they play Indian music they talk behind the counter in Indian why this is not rocket science we know what's going on we know it started with the liberal government this is all just a scam by Jeemeet Trudeau he even dressed up as an Indian what does that tell you he makes special trips to India what does that tell you and our borders are opened up to anybody from India to come in as a temporary foreign worker yeah just think about it Canada and don't forget elbows up elbows up 💪
Identity Attack0.13163337
Insult0.24928534
Profanity0.058445938
Threat0.008414571
Severe Toxicity0.010604858
Moderate 0.30319387 Constructive 0.578 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Isn't it funny how every little keyboard warrior here bashes indians, without pointing out the guy at 2:00 also speaking out against this. I've been saying this for ages, its simply indians from a couple …
Isn't it funny how every little keyboard warrior here bashes indians, without pointing out the guy at 2:00 also speaking out against this. I've been saying this for ages, its simply indians from a couple states in india flooding the place - yet you aren't willing to talk about the actual issue. You're full of it Tyler.
Identity Attack0.29035977
Insult0.16773392
Profanity0.03389629
Threat0.024753258
Severe Toxicity0.008888245
Moderate 0.30136615 Moderate Con 0.492 Meta_Commentary
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele …
The thing that never seems to be brought up is East Indians 80% own houses. They come here and they own houses and have businesses that they ONLY hire East Indians, have East Indian clientele ONLY because they all pay cash so they can circumvent the taxes. They all make babies like mice so give it 40 years and Canada will not be recognizable. And it’s the governments fault because they’re so greedy for tax money that they let the here by the boat load because they don’t wanna wait for the rest of us to make Canada larger population wise because it will take way too long. That and their tuition money for colleges, the list goes on in this non talked about bullshit that the liberals have done. They seriously do all this scheming and raising taxes just to give our tax money away to everyone but the people who pay the taxes. We could have put a huge dent in the national debt by now, but liberals just can’t conserve money hence their name. If it doesn’t stop soon, we are doomed. Surrey BC where I lived for 14 years, is just as bad as Brampton. They all own 1.6-2 million dollar houses in the suburbs of the city, all own businesses and all do the same shit as Brampton, circumvent the taxes. That’s the thanks we get for letting them here is to scam us so they can get rich quick while we all suffer and will never own a house by the looks of it. In Victoria BC where I live now, it’s gotten so bad that I can’t move out of my house I’ve been in for 4 years cuz I can’t find anything cheaper and this place is a 400sq ft 1 bedroom for $1850 a month. Can’t afford to do anything but survive while the immigrants all live like kings. There’s gotta be a line to not cross and that has been the case for too long where it’s been crossed for a long time and no one says or does anything about it out of fear of being called a racist. Call me one. Idgaf anymore. I ain’t racist. I’m just sick of the rules being severely crossed for money. Money makes everyone that has a lot of it GREEDY sons of bitches and it’s gotta stop.
Identity Attack0.2854555
Insult0.22770336
Profanity0.047173142
Threat0.008893564
Severe Toxicity0.012435913
Low Tox 0.29953843 Constructive 0.588 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Walmart in Windsor is full of such Indian "students". In every other aisle you would find a few of them standing and having a fun talks, not seemingly doing what they were supposed to be …
Walmart in Windsor is full of such Indian "students". In every other aisle you would find a few of them standing and having a fun talks, not seemingly doing what they were supposed to be doing. It is a whole chaos in the store whenever you go there. You can't complaint about them because the manager they report to, happens to be Indian too in most cases. Most of the times these managers try to coverup for the mistakes of their subordinates. Doesn't look like any of them came here with the intent to study. The Walmart with the courteous and efficient associates I used to go to 10 or 15 years ago is no more there ....
Identity Attack0.31892163
Insult0.1669316
Profanity0.04867618
Threat0.0089712385
Severe Toxicity0.009002686
Low Tox 0.2854869 Constructive 0.64
Sep 28, 2025 2 likes IRCC Names India in Study …
Talk about the government ffs, stop using Indians as scapegoats. Its well documented any group, even westerners, dont assimialte easily to other countries. One thing to note is that Indians already know English so they …
Talk about the government ffs, stop using Indians as scapegoats. Its well documented any group, even westerners, dont assimialte easily to other countries. One thing to note is that Indians already know English so they dont have to assimialte to a local English accent compared to a Spanish/Japanese/Korean counterpart etc.
Identity Attack0.2949366
Insult0.16053712
Profanity0.09486605
Threat0.008686432
Severe Toxicity0.009765625
Low Tox 0.28547668 Constructive 0.555 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude looks like he's freezing all along the video, and those indians are in sandals causualy talking to him... I think they assimilated the cold at least
Dude looks like he's freezing all along the video, and those indians are in sandals causualy talking to him... I think they assimilated the cold at least
Identity Attack0.2831485
Insult0.09563028
Profanity0.12158839
Threat0.012492486
Severe Toxicity0.014511578
Low Tox 0.2853768 Moderate Con 0.49 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
I honestly love talking to the Indian dudes in my town but it does have me wondering like will there be more Indian folk here one day then white folk? Like it’s kinda scary in …
I honestly love talking to the Indian dudes in my town but it does have me wondering like will there be more Indian folk here one day then white folk? Like it’s kinda scary in a way
Identity Attack0.34000012
Insult0.06984934
Profanity0.10797132
Threat0.011638066
Severe Toxicity0.01121521
Low Tox 0.27975297 Moderate Con 0.461 Fear_Threat
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, …
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, have also influenced Canadian society in ways that often go unquestioned. Indians – especially Hindus – come to Canada by investing huge amounts of money, and they quietly contribute to the economy and culture without creating disturbances. Hindus rarely do anything other than celebrate their festivals peacefully in parks. Yes, the job market is tough – but it’s the same for everyone. I myself served as a Director in a Canadian supermarket chain and have been without a job for 13 years. My kids face the same struggle. But instead of talking about real issues, your video paints Indians in a very negative light. Why? Even leaders like Donald Trump tried this path of targeting communities, and it led only towards division and disaster. Please don’t create mental agony and hatred against Indian Hindus. These are the very people who generate jobs, run businesses, and quietly support society. I rate your video as a disgusting attempt to twist personal frustrations into a community-blaming narrative, even bringing in Indians who, sadly, criticize their own background. Targeting Indians and showing Hindu Gods’ idols is shameful and disrespectful. Hindus come to Canada by investing heavily, live peacefully, and contribute to society without disturbing anyone. The job market is tough for everyone – blaming Indians is nonsense. Your video spreads hate instead of facts and creates unnecessary division. Indians, especially Hindus, are job creators, not destroyers. This video is nothing but a disgusting attempt to twist personal frustration into hate against a community.
Identity Attack0.3072352
Insult0.12883772
Profanity0.029186781
Threat0.009696201
Severe Toxicity0.008850098
Low Tox 0.27975297 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Why is that all hate against Indians in Canada? Am not Indian origin , but what is wrong for Indian making majority in Brampton. Am black African living in Toronto , who love this country …
Why is that all hate against Indians in Canada? Am not Indian origin , but what is wrong for Indian making majority in Brampton. Am black African living in Toronto , who love this country for giving me the chance to build my life and always I bless Canada and Canadians.saying all this , Do we not have a pocket in a city / town dominated by people whose origin traces all the way from Italy/ Portuguese/ Lebanon / Ukraine etc . So for me , yes you can talk about controlled immigration without dehumanizing Indian migrants. Am a proud Christian , and receiving an immigrants is a blessing, even my lord and king Jesus Christ was refugee in Egypt. The west welcoming immigrants coming from Christian heritage, that is why indeed western countries are very blessed. Am not saying, open border policy is acceptable . Still you talk respectfully about controlled immigration without dehumanizing any group of immigrants.
Identity Attack0.293411
Insult0.08831572
Profanity0.04491858
Threat0.008893564
Severe Toxicity0.008506775
Low Tox 0.27412915 Constructive 0.89
Oct 4, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something …
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something change there life do you give away money every month to help homeless people no body sleep empty stomach we re far from homeland we love our homeland butt canada is now our homeland because we work live here pay taxes helping Canada to grow to we re Indian we know India is not clean like Canada butt our roots family value culture value is more clean then spring water 💦 life is not all racism talking shett about other people check the facts population of Indian lives in Canada 99.9 working paying tax check canadian born status working class Canadian don’t talk shett still god bless you
Identity Attack0.18235919
Insult0.1711343
Profanity0.10054382
Threat0.0082074385
Severe Toxicity0.013866014
Low Tox 0.26104406 Constructive 0.648 Moral_Argument
Feb 10, 2026 Inside Canada's Indian Invasion...
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on …
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on the internet who lose it on me for no reason at all. The most hateful people i have met online have been canadians. I have talked to american gr0ypers online on platforms like discord and omegle etc... and they've been more respectful, polite and friendly than so called "liberal" canadians. Some of them i even befriended. This is sad. What a sorry state it would be to live in one of these canadians mind. Filled with hate against one particular peoples. All of this hate that i have received will only make me definitely avoid to visit canada at all costs!
Identity Attack0.23998553
Insult0.1640896
Profanity0.055940874
Threat0.008272167
Severe Toxicity0.0074005127
Low Tox 0.25462922 Constructive 0.623 Personal_Narrative
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
12:45 so why you guys don't like when the women married different coulter? a fried of mine got married to a Indian woman and her day do not talk to her 11yrs now.
12:45 so why you guys don't like when the women married different coulter? a fried of mine got married to a Indian woman and her day do not talk to her 11yrs now.
Identity Attack0.27340925
Insult0.06023245
Profanity0.08064143
Threat0.010214032
Severe Toxicity0.009422302
Low Tox 0.25462922 Constructive 0.632
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
People be talking abt Indian but not the chinese and Japanese and Vietnamese like there’s no difference between Indian and the Chinese they slowly taking over the country
People be talking abt Indian but not the chinese and Japanese and Vietnamese like there’s no difference between Indian and the Chinese they slowly taking over the country
Identity Attack0.28883415
Insult0.070799805
Profanity0.043415543
Threat0.009722093
Severe Toxicity0.00869751
Low Tox 0.24924077 Low Con 0.245 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I think its kinda odd how lit any other ethnicity is able to accommodate to canadian life and customs, canada is like 80% immigrants or children of immogrants yet people ONLY talk about too many …
I think its kinda odd how lit any other ethnicity is able to accommodate to canadian life and customs, canada is like 80% immigrants or children of immogrants yet people ONLY talk about too many indians. I have personally noticed there are a loooot of chinese, filipinos, colombians and mexicans, yet nobody is complaining abt them...
Identity Attack0.2816105
Insult0.06564732
Profanity0.026590679
Threat0.006543908
Severe Toxicity0.005683899
Low Tox 0.22980402 Constructive 0.552 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
It wasn't long ago when simply talking about the Indian invasion in Canada would get you silenced. Thanks Tyler!
It wasn't long ago when simply talking about the Indian invasion in Canada would get you silenced. Thanks Tyler!
Identity Attack0.23922618
Insult0.06858205
Profanity0.01620627
Threat0.008789998
Severe Toxicity0.0052261353
Low Tox 0.22177623 Moderate Con 0.49 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming …
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming to canada 1870. We fight to world war even protect this country as well and protecting you from Nazi more than 350,000 sikh soldier died in fast and second world. but we never complained why the people coming from Ukraine and other European country and some racist they are only less than 0.001% and they’re talking about the Indians are coming to Canada why dehydration start coming to Canada for less electric and less than 300 400 a year but we come to Canada 7300 years ago this is proven DNA and we are willing to sacrifice our life to protect nation. This is our country as well. If you don’t know the history first learn it.
Identity Attack0.13591312
Insult0.110259406
Profanity0.025497584
Threat0.011223801
Severe Toxicity0.0066375732
Low Tox 0.20973456 Constructive 0.616 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
It's funny how Colonizers talk about indians living in canada.
It's funny how Colonizers talk about indians living in canada.
Identity Attack0.23163283
Insult0.06599696
Profanity0.020783609
Threat0.0068869707
Severe Toxicity0.004463196
Low Tox 0.20242359 Low Con 0.275 Identity_Assertion
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
U don't talk about terr orists religion and indian are peaceful
U don't talk about terr orists religion and indian are peaceful
Identity Attack0.14875233
Insult0.045593183
Profanity0.04667213
Threat0.010265815
Severe Toxicity0.0063705444
Low Tox 0.1991664 Moderate Con 0.32 Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, …
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, now they come and try to force there culture make canada there new india"
Identity Attack0.23239216
Insult0.04852104
Profanity0.018255826
Threat0.0077025536
Severe Toxicity0.004425049
Low Tox 0.17631748 Constructive 0.696 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You need to come to Texas and talk about all the Indians in Houston
You need to come to Texas and talk about all the Indians in Houston
Identity Attack0.18391247
Insult0.03235855
Profanity0.035900343
Threat0.008945347
Severe Toxicity0.0049591064
Low Tox 0.1693855 Low Con 0.299 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from …
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from them as visa , tuition fees and tsx and now you want them to be out bcos you got what you want. I am talking about students who are there legally. Why blaming Indians as a whole? If some are staying there illegaly take action.Legal students or workers are there bcos your country allowed and remember Canda is not giving them anything for free instead Canada got an economic boost .
Identity Attack0.11396073
Insult0.06407392
Profanity0.023243073
Threat0.0078449575
Severe Toxicity0.0044059753
Low Tox 0.16851899 Constructive 0.675 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we …
As a someone who has lived in Brampton for over 20yrs I can say this video was pretty accurate. It was weird seeing places I past daily. Something that people don’t talk about when we speak about immigration are the temporary work agencies. They prey on Indian immigrants just as much as some of the colleges do. It’s sad really.
Identity Attack0.120924085
Insult0.03588435
Profanity0.022423252
Threat0.0074954215
Severe Toxicity0.002937317
Low Tox 0.14950264 Constructive 0.743 Personal_Narrative
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
i like being a multi culture country (canada) but different cultures have there strong points and weak points . mostly if there coming from another country..for example im by a college.. alot of indians. so …
i like being a multi culture country (canada) but different cultures have there strong points and weak points . mostly if there coming from another country..for example im by a college.. alot of indians. so there smart and keep to themselves..(good thing i guess) but if you try talking to your indian neighbour there anti social with you. (bad thing) im white in a small biker town.. were generally friendly with first impression but can be judgemental. so. take people for who they are.
Identity Attack0.16159154
Insult0.032028005
Profanity0.019485557
Threat0.006712203
Severe Toxicity0.002937317
Low Tox 0.1460314 Constructive 0.71 Identity_Assertion
Jan 29, 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.