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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 #}

Comment Explorer

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Active: "From Canada. This is the …" 6,088 comments · Page 64 of 244
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...
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see …
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see Emily and all roof up in one area turn it into a little whatever close the boarders
Identity Attack0.3819294
Insult0.35677677
Profanity0.08613731
Threat0.010084574
Severe Toxicity0.016964722
Moderate 0.3977292 Constructive 0.505 Identity_Assertion
Feb 26, 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...
I say the same thing I've said for years; Canada is a massive con.
I say the same thing I've said for years; Canada is a massive con.
Identity Attack0.36702603
Insult0.42167732
Profanity0.1413768
Threat0.008375733
Severe Toxicity0.016319158
Moderate 0.3977292 Moderate Con 0.369 Policy_Critique
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Marc Miller and Justin Trudeau bad/dirty decisions by allowing millions of illegal/not eligible people from India to enter Canada!
Marc Miller and Justin Trudeau bad/dirty decisions by allowing millions of illegal/not eligible people from India to enter Canada!
Identity Attack0.4139151
Insult0.36798462
Profanity0.036651865
Threat0.0077672824
Severe Toxicity0.014317908
Moderate 0.3977292 Low Con 0.295 Unverified_Claim
Dec 24, 2025 89 likes Deportations From Canada at Their …
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
" It feels like home " I call BS! It's freezing in Canada! We are being oppressed in India so we move to oppress others. GTFO
Identity Attack0.28034934
Insult0.35677677
Profanity0.30690086
Threat0.018710058
Severe Toxicity0.023076924
Moderate 0.3977292 Moderate Con 0.421 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Image of punjabi in canada is worst now stop going there better remigrate to our own country
Image of punjabi in canada is worst now stop going there better remigrate to our own country
Identity Attack0.39677486
Insult0.30797598
Profanity0.064458095
Threat0.012337137
Severe Toxicity0.019482423
Moderate 0.3974717 Low Con 0.27 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
STOP ASKING WHY CANADIANS ARE LETTING THEIR COUNTRY BE DESTROYED!! “ WE “ did NOT do this. It’s the GOVERMENT and their GREED! “ WE “ had no choice. But if this doesn’t change by …
STOP ASKING WHY CANADIANS ARE LETTING THEIR COUNTRY BE DESTROYED!! “ WE “ did NOT do this. It’s the GOVERMENT and their GREED! “ WE “ had no choice. But if this doesn’t change by the goverment’s hands, I know that it eventually will change by the Canadian people’s hands. My advice…. prepare urself, arm urself to the fullest, and get ready!! We did not create this BS but we can damn sure fix it. “ We” created and built Canada once …. “WE” can do it again!!! “WE” will stop the MADNESS!!!
Identity Attack0.23846684
Insult0.344702
Profanity0.27477357
Threat0.11309616
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.448
Sep 10, 2025 Why Canadians Are Turning Against …
Canadians are the only ones that can save Canada.Indians and Muslims have taken over Canada.
Canadians are the only ones that can save Canada.Indians and Muslims have taken over Canada.
Identity Attack0.50125694
Insult0.23704576
Profanity0.036401358
Threat0.0100069
Severe Toxicity0.018384963
Moderate 0.3974717 Low Con 0.214 Identity Attack Identity_Assertion
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. …
Ok so Indians who came to Canada in 50s, 60s, 70s, 80s, 90s they tried to a assimilate but the whites never let them. They were racists, never gave them equal opportunities, always belittled them. So then those same Indians grouped together and created their business for their own and now you complain we do not assimilate. Dude clean your own backyard before complaining about others. If they do not work why there are no Indian homeless. They worked hard, harder your 5 generations combined thats why they were able to build houses. Their bathrooms are bigger then your bedrooms. If now have something to complain you are free to leave the country. so at 3:00 he is saying, it does not cost illegals a penny to go to hospital. How many illegals has he smuggled into Canada. Any person in Canada without the provincial insurance has to pay everything out of pocket. I just got my dads blood work done today and he is on a visitor visa. It costed me $750 dollars, and before that just a walk in visit costed me $$175 dollars. And about paying taxes, I garuntee you a single houshold of Indians pay more in Taxes than a whole street of these white shit heads. The amount of myths they have created around immigrants is astonishing. There is is a reason conservatives loves the poor and the uneducated. You can clearly see the stark difference between how a Canadian born and raised person is speaking about other and how an immigrant is speaking about others and distributing free food and serving the society. THe people who have never tried to help anyone will always be jealous of those who help and prosper. We did not came from broken country, we just came here for a little better life which we have gotten with our hardwork and we owe nothing to these half ass naked shit rags complaining about immigrants when they themselves are either one or descendants of immigrants.
Identity Attack0.46028158
Insult0.33998606
Profanity0.08290444
Threat0.011974656
Severe Toxicity0.02116089
Moderate 0.3974717 Constructive 0.587
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Ah, good ol’ Brampistan. Canada’s Minneapolis, sick and tired of it
Ah, good ol’ Brampistan. Canada’s Minneapolis, sick and tired of it
Identity Attack0.2808415
Insult0.41530323
Profanity0.04792466
Threat0.009074804
Severe Toxicity0.0126394415
Moderate 0.3974717 Low Con 0.262 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Mark Carney needs to start putting his boot on Danielle Smith's neck sore to speak, because if he does not and we lose Canada, we will be gunned down in the streets, just like what …
Mark Carney needs to start putting his boot on Danielle Smith's neck sore to speak, because if he does not and we lose Canada, we will be gunned down in the streets, just like what is happening now. So I hope everyone realizes and remembers that and for any albertan. Watching this and reading these comments, if you want your CPP and AOS in the future, if you decide to back Danielle Smith on this garbage separation, you will never see it. Don't forget the disability. Credit does not go to the people that are on ache. It goes right straight to Danielle Smith. And that's where your CPP noas will go. So if you're close to retirement and a hillbilly, you better have a good nest. Egg saved
Identity Attack0.04667538
Insult0.43450394
Profanity0.09034003
Threat0.10542984
Severe Toxicity0.01573815
Moderate 0.3972142 Constructive 0.583 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride …
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride the bus for free. These people are Comunist without authority, which is another way of saying shthole, it wouldn't be so bad if there wasn't welfare program in Canada, but there is. It is a bottomless pit of social benefits ALMOST as bad as free healthcare for 10 million people with Diabetes.
Identity Attack0.29951343
Insult0.40243408
Profanity0.33317488
Threat0.009204263
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.472 Fear_Threat
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
Identity Attack0.4482637
Insult0.36798462
Profanity0.14754629
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.33 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
As an immigrant in Canada 🇨🇦, this country has been good to me, my kids were born on this land. Had I been raised in my birth country. I could not have brought any kids …
As an immigrant in Canada 🇨🇦, this country has been good to me, my kids were born on this land. Had I been raised in my birth country. I could not have brought any kids in this life. THANK YOU Canada. Now, it is appalling to see a whole bunch of immigrants using Cdns soft side to play with the system. They are all refugees. C’mon just on my freaking street every other building is rented by 2-3 immigrants. Which means no flat is left for people whom lwere either burned in Canada or legally immigrated here This massive immigration must stop.
Identity Attack0.36702603
Insult0.36021477
Profanity0.39207047
Threat0.01254427
Severe Toxicity0.023176458
Moderate 0.3972142 Constructive 0.686 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
I feel like no shot all of Canada is India I feel like there’s just a lot of racist people
I feel like no shot all of Canada is India I feel like there’s just a lot of racist people
Identity Attack0.41222036
Insult0.31740165
Profanity0.11292298
Threat0.04363242
Severe Toxicity0.020515325
Moderate 0.3972142 Moderate Con 0.346 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Study permit itself is a FRAUD, no Indians are coming to study, they are using it as a means to immigrate to Canada!
Study permit itself is a FRAUD, no Indians are coming to study, they are using it as a means to immigrate to Canada!
Identity Attack0.46028158
Insult0.28586254
Profanity0.05268429
Threat0.007521313
Severe Toxicity0.016771052
Moderate 0.3972142 Low Con 0.22
Sep 29, 2025 IRCC Names India in Study …
Canada should deport them as soon as possible we don't need in this beautiful country the scamming people at all,
Canada should deport them as soon as possible we don't need in this beautiful country the scamming people at all,
Identity Attack0.24970764
Insult0.41530323
Profanity0.09098661
Threat0.046541955
Severe Toxicity0.013801457
Moderate 0.3972142 Low Con 0.292
Sep 29, 2025 IRCC Names India in Study …
Keep deporting the bad actors. The ones here getting into their cultural crimes deport , deport , deport. No more chanting death to Canada! They are not ever going to integrate.
Keep deporting the bad actors. The ones here getting into their cultural crimes deport , deport , deport. No more chanting death to Canada! They are not ever going to integrate.
Identity Attack0.35299334
Insult0.28586254
Profanity0.035649836
Threat0.34804323
Severe Toxicity0.021935565
Moderate 0.3972142 Low Con 0.228 Fear_Threat
Dec 26, 2025 Deportations From Canada at Their …
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians …
3:47This happens because you guys are lazy and dont want to work and Indians work in your place you people have a problem with that too and Indians are 1000 times more hardworking than Canadians Canada is 159 years old as if the land wasn’t already home to Indigenous peoples for thousands of years before you politely showed up and called it a country. Now teaching the world manners -- classic😂
Identity Attack0.32768643
Insult0.40243408
Profanity0.06044999
Threat0.0077802283
Severe Toxicity0.014898917
Moderate 0.3972142 Moderate Con 0.414 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Exactly they come here they pull the scoop card some are cool but others are ignorant they want to turn Canada into ther country you want to live here act like you do these people …
Exactly they come here they pull the scoop card some are cool but others are ignorant they want to turn Canada into ther country you want to live here act like you do these people work in every fast food joint ther is cause the owners can pay them minimum wage and they don’t cry about it most don’t act like ther in Canada they should adapt our culture not Thers dress like us young people have no we’re to find a job I see cars with punjab on them all over the place how about a Canada flag and some of our clothes I have my room me and my dog I can’t afford to live and cpp cuts me I’m in the lowest bracket ther is so this month I might be homeless they come here get everything I’m 67and I don’t have a pot to piss in o have medical problems and shouldn’t work but I’ve thought of going back to work the cost of living they take m PPP net from me cause they don’t care about us old people I need 7 cases of insure ninth cause I’ve lost to much Weight and now they want a hundred dollar bill for my drug plan a deductable I don’t get it also I’ll be homeless in sept 16 living in a room I won’t be able to find a room I m not a punjab put a Canadian flag on no car not punjab they come here to go to scool work 2 or 3 jobs to bring the rest of ther people here it’s a fact if you want to live here dress and t talk like us why did u leave if you want that culture leave it were you came from exactly leave it at the door
Identity Attack0.2308735
Insult0.4378843
Profanity0.07676199
Threat0.008789998
Severe Toxicity0.013607788
Moderate 0.3972142 Constructive 0.612 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
see your condition mr. the indians are paying more taxes than you... and you get that benefitss... if you have guts and energy than b more success full than any other person. and the person …
see your condition mr. the indians are paying more taxes than you... and you get that benefitss... if you have guts and energy than b more success full than any other person. and the person who move to canada for better future they working hard 10 to 12 hours a day.. or some times 18 hrs. & u guys can do that???? even low salary or low wages they working like donkeysss.... you guys have this capacityy to work like them... ?????????
Identity Attack0.28034934
Insult0.42567953
Profanity0.089693464
Threat0.007327127
Severe Toxicity0.014705247
Moderate 0.3972142 Constructive 0.544 Solidarity
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada ain't a real country
Canada ain't a real country
Identity Attack0.46028158
Insult0.26957804
Profanity0.07870171
Threat0.009126588
Severe Toxicity0.020257099
Moderate 0.3972142 Low Con 0.245 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Shame on you canada . I mean iam an INDIAN, and I love and respect SIKHS( NOT KHALISTANI) , but Allowing other people to make your people minority is bad politics. We INDIANS will never …
Shame on you canada . I mean iam an INDIAN, and I love and respect SIKHS( NOT KHALISTANI) , but Allowing other people to make your people minority is bad politics. We INDIANS will never allow immigrants to come and make us feel sacred.
Identity Attack0.44690517
Insult0.3388922
Profanity0.060951006
Threat0.011819307
Severe Toxicity0.020127986
Moderate 0.3972142 Constructive 0.567
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Government failure TIME AND TIME AGAIN. You let an influx of immigrants all at once, fail to do proper checks on who enters the country, fail to get rid of criminals from the country. But …
Government failure TIME AND TIME AGAIN. You let an influx of immigrants all at once, fail to do proper checks on who enters the country, fail to get rid of criminals from the country. But oh! You'll go after hard working immigrants, meanwhile criminals are always getting second chances and staying in Canada??? KEEP HARDWORKING LEGAL CANADIAN IMMIGRANTS IN. They contribute to our economy. DEPORT CRIMINALS. They ruin our country. IS THAT SO HARD? The government is FAILING Canada! We used to have better immigration policies, what happened to them?
Identity Attack0.3780483
Insult0.37619758
Profanity0.040409464
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.41 Policy_Critique
Feb 13, 2026 Canada's tighter immigration policy divides …

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.