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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: "As an immigrant of Canada, …" 1,376 comments · Page 12 of 56
Canada was always anti immigrant Even whites here immigrants 😂 We gotta be strong
Canada was always anti immigrant Even whites here immigrants 😂 We gotta be strong
Identity Attack0.5051609
Insult0.26957804
Profanity0.06145202
Threat0.009126588
Severe Toxicity0.019998873
Moderate 0.42129645 Moderate Con 0.318 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA …
I'M AN ASIAN IMMIGRANT WHO IS TOTALLY EMBARRASSED AND ASHAMED OF THESE NEW MASSIVE ASIAN IMMIGRANTS THAT BRING SHAME AND EMBARRASSMENT TO THIS WONDERFUL AND GIVING COUNTRY, AND TO HARD-WORKING, LAW-ABIDING IMMIGRANTS OF YESTER-YEARS. CANADA OUGHT TO REASSESS ITS PROTOCOLS & STANDARDS REQUIREMENTS SURROUNDING IMMIGRATION. I WOULD START BARRING ANYONE WITH CRIMINAL RECORDS - NO EXCEPTIONS, WHILE DEPORTING THOSE WHO COMMITTED CRIME IN THIS COUNTRY ! I PERSONALLY APOLOGIZE TO ALL CANADIAN CITIZENS AT LARGE FOR THESE UNDESIRABLE IMMIGRANTS.
Identity Attack0.46028158
Insult0.37960073
Profanity0.06646215
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.41910073 Constructive 0.515 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Canada was a great majority white and Christian wonderful country. Indians invade and attempt to change every country they immigrate into Hindu India and their culture. Hopefully Indians will leave and return to India.
Identity Attack0.5135796
Insult0.24767025
Profanity0.051932767
Threat0.022681303
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.444 Identity Attack Identity_Assertion
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is a land of immigrants, mfs Canada will become Khalistan .
Canada is a land of immigrants, mfs Canada will become Khalistan .
Identity Attack0.46028158
Insult0.3388922
Profanity0.2124067
Threat0.013476364
Severe Toxicity0.023552058
Moderate 0.41445592 Low Con 0.141 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Quebec like canada and usa. Only white immigrants from Isreal and Ukraine = real Canadians.
Quebec like canada and usa. Only white immigrants from Isreal and Ukraine = real Canadians.
Identity Attack0.5135796
Insult0.21602537
Profanity0.034397304
Threat0.007689608
Severe Toxicity0.019611536
Moderate 0.41168427 Low Con 0.113 Identity Attack
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Paying cash at McDonald’s for your coffee? Double check they got the correct number of sugar and cream on your order (they don’t understand English well enough to work here and if you say 2 …
Paying cash at McDonald’s for your coffee? Double check they got the correct number of sugar and cream on your order (they don’t understand English well enough to work here and if you say 2 cream all they hear is 1 cream). Then check your change because they don’t even know how to count Canadian change back and they are taking jobs from born Canadians because they can pay them crap and abuse them. Immigrants allowing corporations to abuse them in Canada is ruining Canadas job environment. Get the f out
Identity Attack0.36702603
Insult0.4125297
Profanity0.30690086
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.517
Sep 1, 2025 How Canada broke its immigration …
If you're out here going "oh poor Canada, I hope they fix this immigration issue"... But you downplay the US..... Stay the hell out of the US 😂 the OP is cool tho, he's tryna …
If you're out here going "oh poor Canada, I hope they fix this immigration issue"... But you downplay the US..... Stay the hell out of the US 😂 the OP is cool tho, he's tryna expose it
Identity Attack0.2803029
Insult0.34101152
Profanity0.35597226
Threat0.018882722
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.431 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
All immigrant communities around the world knew since the stone age about all dirty practices and fraud east Indian people always commit in their day to day life. Have you been sleeping all the time …
All immigrant communities around the world knew since the stone age about all dirty practices and fraud east Indian people always commit in their day to day life. Have you been sleeping all the time canada? 5 years ago when i told about this to canadian friends , all they said I am racist🤷🏽‍♂️ now you can see yourself…
Identity Attack0.46028158
Insult0.36537176
Profanity0.03389629
Threat0.008349842
Severe Toxicity0.01896597
Moderate 0.40614098 Moderate Con 0.371
Oct 3, 2025 1 likes IRCC Names India in Study …
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Whites are not native to canada they came from europe right, its like immigrants complaining about immigration.. Indians pay the highest texas and does lowest crimes in the West😅
Identity Attack0.5039629
Insult0.25998658
Profanity0.0715894
Threat0.008738215
Severe Toxicity0.02077355
Moderate 0.40614098 Moderate Con 0.373 Identity Attack
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada Immigration is laughable, am a legal immigrant, but we South Africans , could not bring our families to Canada! But Pakistani, East Indian families could come over, with out speaking English or French!!! Wake …
Canada Immigration is laughable, am a legal immigrant, but we South Africans , could not bring our families to Canada! But Pakistani, East Indian families could come over, with out speaking English or French!!! Wake up Canada, soon you will be minority!!!!
Identity Attack0.4482637
Insult0.35161978
Profanity0.02836696
Threat0.009100696
Severe Toxicity0.018836858
Moderate 0.40336934 Constructive 0.501
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian …
This video is only made to appease the whites and it is evident Whites claim Africans are slow when they themselves live in delulu that they’re natives of US and Canada😂, whites just like Indian Africans or Chinese are immigrants the only difference is them being in majority population
Identity Attack0.50125694
Insult0.24928534
Profanity0.11725569
Threat0.010835429
Severe Toxicity0.022839356
Moderate 0.4014846 Low Con 0.22 Identity Attack Moral_Argument
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
This is where islam comes in, the influx of immigrants Pakistani islamic, Bangladesh islamic, sri lanka islamic, Afghanistan islamic etc, and their families are large here in canada. Yet no one wants to integrate, they …
This is where islam comes in, the influx of immigrants Pakistani islamic, Bangladesh islamic, sri lanka islamic, Afghanistan islamic etc, and their families are large here in canada. Yet no one wants to integrate, they live in their niches.
Identity Attack0.5075293
Insult0.25800487
Profanity0.044417568
Threat0.009281937
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.446 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
Identity Attack0.34324843
Insult0.34135336
Profanity0.27139977
Threat0.013217449
Severe Toxicity0.021806452
Moderate 0.4014846 Moderate Con 0.398
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Identity Attack0.48915586
Insult0.24928534
Profanity0.040158957
Threat0.008867673
Severe Toxicity0.021031776
Moderate 0.4014846 Constructive 0.643 Unverified_Claim
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Wake up even new immigrants are pissed at what Carnage-has done to Canada!
Wake up even new immigrants are pissed at what Carnage-has done to Canada!
Identity Attack0.36702603
Insult0.36798462
Profanity0.2600683
Threat0.01086132
Severe Toxicity0.019095084
Moderate 0.4013387 Moderate Con 0.302
Aug 27, 2025 Why Canadians Are Turning Against …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 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)
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...
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)
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)
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 …
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 …
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 …
It’s too late. Indian students have already destroyed Canada. Mass immigration have already destroyed Canada. Liberals have already destroyed Canada. All political Parties at all levels have already destroyed Canada. Brampton is the crime capital …
It’s too late. Indian students have already destroyed Canada. Mass immigration have already destroyed Canada. Liberals have already destroyed Canada. All political Parties at all levels have already destroyed Canada. Brampton is the crime capital of Canada.
Identity Attack0.43896464
Insult0.2817503
Profanity0.023789622
Threat0.046218675
Severe Toxicity0.016771052
Moderate 0.39669925 Low Con 0.224
Aug 29, 2025 2 likes Why Canadians Are Turning Against …

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.