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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: "They are not indian they …" 4,309 comments · Page 69 of 173
INDIAN FATIGUE!!!
INDIAN FATIGUE!!!
Identity Attack0.39677486
Insult0.3388922
Profanity0.18233459
Threat0.023371955
Severe Toxicity0.02444411
Moderate 0.39915034 Low Con 0.185 Identity_Assertion
Aug 29, 2025 3 likes Why Canadians Are Turning Against …
Trump is going to have to build a wall on the Canadian border in order to keep the Indians out.
Trump is going to have to build a wall on the Canadian border in order to keep the Indians out.
Identity Attack0.4931391
Insult0.15840563
Profanity0.050680235
Threat0.13228847
Severe Toxicity0.021806452
Moderate 0.39915034 Low Con 0.164 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This is not Indian Invasion its Hindu-Sikh Invasion
This is not Indian Invasion its Hindu-Sikh Invasion
Identity Attack0.46614665
Insult0.24928534
Profanity0.17987521
Threat0.122295745
Severe Toxicity0.16960317
Moderate 0.39915034 Low Con 0.173 Identity_Assertion
Mar 1, 2026 Inside Canada's Indian Invasion...
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a bunch of people spewing vitriol towards Indian immigrants. "Canada isn't supposed to look like India". What the hell is Canada supposed to look like, to me it just looks like America, what "Canadian national identity" do you really have?
Identity Attack0.38230872
Insult0.26957804
Profanity0.36230123
Threat0.008272167
Severe Toxicity0.023076924
Moderate 0.39915034 Constructive 0.656
Oct 9, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
Well the Europeans stole the land from the natives, now the Indians stealing the land from the settlers, how ironic 😂.
Well the Europeans stole the land from the natives, now the Indians stealing the land from the settlers, how ironic 😂.
Identity Attack0.46028158
Insult0.24928534
Profanity0.08322773
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.182 Humor_Satire
Oct 12, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
all lies. america and canda love us indians. we run your country. we save you from bad immigrants. you'll know when we not here.
all lies. america and canda love us indians. we run your country. we save you from bad immigrants. you'll know when we not here.
Identity Attack0.41222036
Insult0.33964422
Profanity0.05393682
Threat0.011223801
Severe Toxicity0.015544481
Moderate 0.39842087 Moderate Con 0.301 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
Indians are ruining it for the rest of us 🤦 They don't even tap while boarding TTC. I just saw it happening today.
Indians are ruining it for the rest of us 🤦 They don't even tap while boarding TTC. I just saw it happening today.
Identity Attack0.46028158
Insult0.25205973
Profanity0.15371579
Threat0.029933142
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.433 Identity_Assertion
Oct 3, 2025 1 likes IRCC Names India in Study …
the polish dude is 100% correct. indians try to blame their govt for how messy india is, how corrupt... but then we see how they act in canada, the messes they bring and dont clean …
the polish dude is 100% correct. indians try to blame their govt for how messy india is, how corrupt... but then we see how they act in canada, the messes they bring and dont clean up... how they are corrupt people sometimes, how they try to cut corners and do things illegally... i watched it in my own workplace, how our indian sikh boss was so racist to his fellow indians, because they had patel name from gujarat and were 'lower cast' than the bossman who had sikh last name and was an 'engineer'. but this man just wanted to cut costs and try to cheat things, now this workplace is closed down. this is my experience all my life with indians. :(
Identity Attack0.44690517
Insult0.40243408
Profanity0.1067334
Threat0.015429466
Severe Toxicity0.021548226
Moderate 0.39842087 Constructive 0.711 Personal_Narrative
Nov 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
we have a very similiar in geelong australia if u r white no work unless u r indian
we have a very similiar in geelong australia if u r white no work unless u r indian
Identity Attack0.4887047
Insult0.24424846
Profanity0.14930901
Threat0.013010317
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.517 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm half Indian but still will say.. it's better than Muslim community in uk
I'm half Indian but still will say.. it's better than Muslim community in uk
Identity Attack0.50515765
Insult0.16824563
Profanity0.13873272
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.56 Identity Attack
Dec 14, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't understand why European countries are allowing immigration specially indian Hindus
I don't understand why European countries are allowing immigration specially indian Hindus
Identity Attack0.48915586
Insult0.16846494
Profanity0.10920923
Threat0.011612174
Severe Toxicity0.023076924
Moderate 0.39842087 Low Con 0.269
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
When I went to Niagara college it was 90% Indian exchange students. I saw punjabis pimping out girls in the school bar and constantly selling hard drugs in the open. I saw Indians drag women …
When I went to Niagara college it was 90% Indian exchange students. I saw punjabis pimping out girls in the school bar and constantly selling hard drugs in the open. I saw Indians drag women bye their hair through the hallways and force themselves onto them in private study rooms, while their friends guarded the exit to the room. Multiple times i had to stand up for women and almost get physical with them. One pulled a knife out on my in the hallway when I told him to get off a girl that obviously didn't want it. Me and my friend rented a house beside the college and we would have occasional partys. They would show up the party and push hard drugs onto my friends. One was flashing around a hand gun and acting like a wanna be gangster. They would steal things and leave their trash everywhere. I finally had enough and said no more Indians at my house.
Identity Attack0.46028158
Insult0.33998606
Profanity0.2661772
Threat0.2836219
Severe Toxicity0.035007052
Moderate 0.39842087 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
India's Unwanted Punjabis are Totally Welcome into Canada, Literally Indian Government Doesn't want those people back in India..
India's Unwanted Punjabis are Totally Welcome into Canada, Literally Indian Government Doesn't want those people back in India..
Identity Attack0.48915586
Insult0.26957804
Profanity0.044167064
Threat0.010188141
Severe Toxicity0.021806452
Moderate 0.39842087 Low Con 0.19 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
If you whites think there are entitled for piece of land just because they massacred, oppressed local population which is what you have done, then we Indians very well have that right limited to mass …
If you whites think there are entitled for piece of land just because they massacred, oppressed local population which is what you have done, then we Indians very well have that right limited to mass migration. Big eats small.
Identity Attack0.46028158
Insult0.24928534
Profanity0.15371579
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.39842087 Moderate Con 0.386
Jan 27, 2026 Inside Canada's Indian Invasion...
Wait till they start exposing the scam colleges and the scam Indian trucking licenses.
Wait till they start exposing the scam colleges and the scam Indian trucking licenses.
Identity Attack0.39966375
Insult0.40243408
Profanity0.08904689
Threat0.012337137
Severe Toxicity0.015802706
Moderate 0.39842087 Low Con 0.103 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I mean, I'm an Indian and I am not offended by this video. But, who's suppressing Punjabis in india? Why are they lying? What's the purpose of dividing your own nation? They can't even call …
I mean, I'm an Indian and I am not offended by this video. But, who's suppressing Punjabis in india? Why are they lying? What's the purpose of dividing your own nation? They can't even call cannada their home country and not even india. Shameful.
Identity Attack0.3825363
Insult0.37960073
Profanity0.058445938
Threat0.010395273
Severe Toxicity0.014898917
Moderate 0.3977292 Constructive 0.633 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
You gotta realize nobody wants to work at Tim Hortons White people don’t wanna work at Tim Hortons. They only hire Indian people because Indian people have no choice white people will show up late …
You gotta realize nobody wants to work at Tim Hortons White people don’t wanna work at Tim Hortons. They only hire Indian people because Indian people have no choice white people will show up late get drunk randomly quit.
Identity Attack0.46028158
Insult0.24928534
Profanity0.16078159
Threat0.030969119
Severe Toxicity0.02116089
Moderate 0.3977292 Moderate Con 0.389 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
A PRIME EXAMPLE OF INDIANS DON'T HAVE A CLUE OF HOW TO DRIVE LOOK AT WHAT HAPPENED IN FLORIDA WHERE THE INDIAN DRIVING A 18 WHEELER MADE A U-TURN IN THE MIDDLE OF THE INTERSTATE …
A PRIME EXAMPLE OF INDIANS DON'T HAVE A CLUE OF HOW TO DRIVE LOOK AT WHAT HAPPENED IN FLORIDA WHERE THE INDIAN DRIVING A 18 WHEELER MADE A U-TURN IN THE MIDDLE OF THE INTERSTATE AND KILLED A FAMILY OF 3 COMPLIMENTS OF CALIFORNIA GIVING OUT CDL LICENSES LIKE CANDY
Identity Attack0.44690517
Insult0.25998658
Profanity0.053435806
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.3977292 Low Con 0.281 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in Toronto Scarborough area and my problem with Indian people isn’t the colour of their skin it’s the way they act it’s obviously not all of them but I see just about everyday …
I live in Toronto Scarborough area and my problem with Indian people isn’t the colour of their skin it’s the way they act it’s obviously not all of them but I see just about everyday with my own eyes how these people come to this country and treat/act in it everything from when a fire truck goes by with the lights on they don’t pull over just keep driving I see them constantly park in the handicap parking spot at the td bank up the street the houses on my street that are dirty with garbage are the Indian houses there are so many things I see on the daily they come to this country and either don’t care to learn the laws rules ect or they do learn them and don’t care like it’s absolutely ridiculous the USA and Canada have been ruined by foreigners and thats just the truth thats not me being mean salty racist or anything else negative im just speaking the truth a large percentage of foreigners don’t care about the citizens in whatever country they go to we are minorities in our own countries it’s a disgusting world we are living in
Identity Attack0.4508763
Insult0.37506318
Profanity0.1765991
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.616
Jan 27, 2026 Inside Canada's Indian Invasion...
Wait till the white guy finds out that 1 out 4 Indians is a Muslim.
Wait till the white guy finds out that 1 out 4 Indians is a Muslim.
Identity Attack0.49584505
Insult0.16795322
Profanity0.099305905
Threat0.028379176
Severe Toxicity0.019482423
Moderate 0.3977292 Low Con 0.213
Jan 27, 2026 Inside Canada's Indian Invasion...
everybody has indian fatigue they brag about being the best workers which is nonsense their motto is just good enough they dont care about quality do not buy a house they build it will only …
everybody has indian fatigue they brag about being the best workers which is nonsense their motto is just good enough they dont care about quality do not buy a house they build it will only have half the required nails every thing will be substandard with corners cut not level and square and if you point it out they pull the race card
Identity Attack0.39207554
Insult0.3388922
Profanity0.20592089
Threat0.02250864
Severe Toxicity0.023076924
Moderate 0.3977292 Moderate Con 0.34 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage …
I can say my small city of 20000 people has probably a few thousand Indian people now over the last 4 years and its caused rent to triple in the city and they leave garbage and diapers and smoke on the beachs and in the parks and are not willing to adapt at all and want to bring a third world country here its really bad
Identity Attack0.44690517
Insult0.31740165
Profanity0.16915557
Threat0.011146127
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.601 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians …
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians are bad.. no not at all, but the ones that push their religion on others are most definetly bad and lack at civic sense. Punjabis get a lot of hate cuz 70% of them faked their student visas and got here, same goes for any tamil and indian or any country YOU CANNOT DO SOMETHING ILLEGALY THEN DEMAND TO BE TREATED THE SAME AS A LEGAL CIVILLIAN. and then there are people with no civic sense. it is wild
Identity Attack0.4482637
Insult0.35849577
Profanity0.14490221
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.751 Personal_Narrative
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
Indians were Be The Asuylum seeks but they hated
Indians were Be The Asuylum seeks but they hated
Identity Attack0.46028158
Insult0.24835461
Profanity0.19893537
Threat0.020264024
Severe Toxicity0.023076924
Moderate 0.3974717 Low Con 0.263
Sep 25, 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.