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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: "Why did you wait so …" 300 comments · Page 5 of 12
Wait hold on i don't think Indians in canada don't work? 8:50
Wait hold on i don't think Indians in canada don't work? 8:50
Identity Attack0.36702603
Insult0.0806213
Profanity0.032643758
Threat0.007081157
Severe Toxicity0.007247925
Low Tox 0.2854835 Moderate Con 0.311 Question
Dec 17, 2025 Inside Canada's Indian Metropolis (Brampton)
If you think that's bad, wait till you learn about the European one. Never forget the $45 tril. That was stolen by your leaders
If you think that's bad, wait till you learn about the European one. Never forget the $45 tril. That was stolen by your leaders
Identity Attack0.068465814
Insult0.16551061
Profanity0.053435806
Threat0.01101667
Severe Toxicity0.00579834
Low Tox 0.28548008 Low Con 0.245 Unverified_Claim
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
If you think this is bad wait till I tell you about little Italy, China town and the Jewish area.
If you think this is bad wait till I tell you about little Italy, China town and the Jewish area.
Identity Attack0.31307843
Insult0.06494803
Profanity0.09961538
Threat0.023544617
Severe Toxicity0.010986328
Low Tox 0.2820025 Moderate Con 0.327 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I am an immigrant,I never abused the system, never took what was not mine, I worked hard and I am nurse, I waited four years to purchase my dream car and 2 months in, the …
I am an immigrant,I never abused the system, never took what was not mine, I worked hard and I am nurse, I waited four years to purchase my dream car and 2 months in, the person who don’t use road codes or stop light hit my car! I worked hard and I am kind and respectful…. People who steal DAILY gets a slap on their wrist and gets their Canadian citizenship right away. I don’t eat or drink and place my cup on store shelves with clothes that other people are about to purchase. Canada is not safe anymore! All the jobs are going to a set of immigrants who acts like pigs! Driving in the dowtown area, u have to keep your foot on the break because there WILL be about 20 bikes that will ride in front of your car without notice . I work so hard and sometimes it’s so overwhelming, the last time this got to me…. I had to go and take a little vacation…. No I could not afford it but it’s better than getting stressed out because Canada is becoming a 3rd world country!!! There are HONEST people who work so hard and cannot afford anything , not even their rent! WE ARE FED UP, it is not the older immigrants, it is the new ones that are destroying the country and turning it into trash!
Identity Attack0.09741807
Insult0.15698463
Profanity0.060951006
Threat0.2330281
Severe Toxicity0.016383713
Low Tox 0.27525392 Constructive 0.691
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
Wait till they are completely outnumbered and a minority. People think replacement theory is a conspiracy theory when it's slapping them across the face.
Wait till they are completely outnumbered and a minority. People think replacement theory is a conspiracy theory when it's slapping them across the face.
Identity Attack0.02238941
Insult0.06442356
Profanity0.03189224
Threat0.34804323
Severe Toxicity0.009841919
Low Tox 0.27412915 Low Con 0.187 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs immigration. The country needs at least 300 k new immigrants per year so that the economy grows. But diversity needs to be assured. Stop bringing Indians. There are well educated people from everywhere …
Canada needs immigration. The country needs at least 300 k new immigrants per year so that the economy grows. But diversity needs to be assured. Stop bringing Indians. There are well educated people from everywhere in the world waiting in the queue of express entry visa. Use them.
Identity Attack0.30256465
Insult0.08533409
Profanity0.01846078
Threat0.009385503
Severe Toxicity0.008430481
Low Tox 0.26859093 Constructive 0.55
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Cant wait for saji saarma to make another video on you calling you a waycist.
Cant wait for saji saarma to make another video on you calling you a waycist.
Identity Attack0.04435511
Insult0.13607834
Profanity0.08419759
Threat0.04098356
Severe Toxicity0.009841919
Low Tox 0.2667042 Low Con 0.151 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Stay home until this foolishness is over. It’s not safe to go down to the USA now. It’s better to wait what will happen to this country which was a democracy but is turning slowly …
Stay home until this foolishness is over. It’s not safe to go down to the USA now. It’s better to wait what will happen to this country which was a democracy but is turning slowly to a dictatorship. Be safe stay home if you don’t have pressing business in the USA.
Identity Attack0.000441165
Insult0.22061415
Profanity0.00034376408
Threat0.0001441768
Severe Toxicity0.000003442361
Low Tox 0.26121676 Fear_Threat
Dec 9, 2025
Always remember who pushed for this in the first place. This country is completely ruined, and will never be the same. These people will be the majority in a few years, and just wait and …
Always remember who pushed for this in the first place. This country is completely ruined, and will never be the same. These people will be the majority in a few years, and just wait and see how they treat whites then... They didn't start this though. The juu controlled politicians enacted this massive migration surge... The JNF is like canadas AIPAC and every single federal poilitician is bought and paid for.
Identity Attack0.28034934
Insult0.089778624
Profanity0.02249157
Threat0.0100069
Severe Toxicity0.0064849854
Low Tox 0.25915736 Moderate Con 0.404 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I cant wait to meet you, and you'll then know whats going to happen
I cant wait to meet you, and you'll then know whats going to happen
Identity Attack0.011691323
Insult0.033019636
Profanity0.08419759
Threat0.2836219
Severe Toxicity0.016383713
Low Tox 0.25462922 Moderate Con 0.429 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadian that spent 16 years in Japan. I went as an individual. I stayed as an individual. Married a Japanese. Came back to Canada for a pension and can't wait to leave. I were in …
Canadian that spent 16 years in Japan. I went as an individual. I stayed as an individual. Married a Japanese. Came back to Canada for a pension and can't wait to leave. I were in Japan and if I saw a group of Canadians arrive expecting Japan to change for them, I would have been severely pissed off with them. Every other country and normal immigrant that came as an individual or individual family probably thinks the same way I do. No one in any country likes to see "Mass Immigration" and even Japan these days are looking at an influx of half a million Indians and who knows how many more Africans. This will change Japan and they'll turn a good culture into their shitty culture and I'm not happy with that. I liked being one of few. Yes I had American, Canadian, Australian, Kiwi and British friends as well as Japanese friends. But we were all individuals that adopted the way of living in Japan into our everyday lives. If I go back, I don't want to be in india. It'd be like living in Brampton. What pisses me most is the attitude of that muslim guy. Yes you are out breeding us but not all majorities rule. In Malaysia, Malays rule despite being the smaller population. They have more Chinese and Indians there but they have to live under the rule of the native Malays. So you will have to do the same in Canada despite if your population is larger. You adapt to this country. The country doesn't convert to accomodate you. Individuals are key. Groups are the bane of all countries.
Identity Attack0.1769227
Insult0.16766082
Profanity0.16403814
Threat0.009048914
Severe Toxicity0.010528564
Low Tox 0.25462922 Constructive 0.767 Personal_Narrative
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
Genuine applicants, for study permit, work permit and PR, are suffering because of these scammers. The government is doing huge injustice to the genuine applicants because of them. People with authentic documents have been waiting …
Genuine applicants, for study permit, work permit and PR, are suffering because of these scammers. The government is doing huge injustice to the genuine applicants because of them. People with authentic documents have been waiting for months and months and there is no response. The government is not only complicit in bringing them to canada but also in treating others unfairly without any reason
Identity Attack0.013144426
Insult0.24767025
Profanity0.029888187
Threat0.007197669
Severe Toxicity0.0030899048
Low Tox 0.25084448 Constructive 0.568
Oct 29, 2025 IRCC Names India in Study …
Oliveira? Hmmm isn't that an immigrant name? Oh wait. It is. Portuguese. Sorry, my bad. When did your people come over? Strange that there's a Portuguese part of Toronto? Give me a break!
Oliveira? Hmmm isn't that an immigrant name? Oh wait. It is. Portuguese. Sorry, my bad. When did your people come over? Strange that there's a Portuguese part of Toronto? Give me a break!
Identity Attack0.27759558
Insult0.07365121
Profanity0.019075647
Threat0.007819066
Severe Toxicity0.0061798096
Low Tox 0.25084448 Moderate Con 0.405 Moral_Argument
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension …
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension yet. I'm too old to get the child tax credit and I'm on a Canada pension disability. I get 713.00 a min to live on. Period. That's it. 😢😢😢 I struggle every day. I live in a seniors housing complex..so my rent is adjusted to fit my income. Thank God for housing I'd be homeless if it wasn't for them. 😢😢 But the immigrants have money. Have jobs. Drive new cars. Get free rent for a year. I waited 9.5 hours at the emergency😢😢 not the Indians they have Indian drs that work there for them. How in the hell is this ok. I ended up leaving the emergency I couldn't wait any longer. I sat there in pain all that time and two Indian families came in during that time and within 20 min at the most they were in and out. They even have an advertisement in the emergency room in their language with all the Indian drs working there. Wtf is going on. I'm tired of seeing these people. They are opening businesses here. Everything you see now is written in English, French and Indian. They call it our third language now. There are building going up that have only immigrants in them. A d I live in a small town but the city. Come on. They stopped saying the Lord's prayer in schools. They can't say Merry Christmas. Christmas concerts are called Holliday concerts now. Our kids don't know the national a them they stopped that. They don't know the Lord's prayer they stopped that. The schools are changed to not make other nationalities feel bad. They get their Holliday's off and our Holliday's off..why? We don't get their off. Yeah I'm just a plain white person who lived in Canada all my life. 64 years. I've never seen this in my days. Never. Everything is destroyed. This feels like India 😢😢😢. We have to stop this. They need to leave. They are not here because of war or danger for their lives. They are here to take the jobs, take over our culture and country. Now we have to be careful what we say or were called racist. I'm white I lived in the hood all my life. With black people. I have alot of black friends even family but this is so damn reducilous. Who are they a d why are they here. Canada doesn't take care of us any more. Or help us people who need it. We are homeless in the streets you don't see Indians homeless, hell no. So Carney step up a x fix what Trudeau ruined. Please. This is not the country I'm used to it's India. Not Canada. I have friends from Ukraine. Now they are brought here because of the war. I get it. But they have their own immigration dr. And they've been here 2.5 years if that and bought their own home a year ago. How is this possible? The first year Canada paid their rent for a year. I live on 713.00 a month. He's a month. I live in seniors housing. I can't get enough to live on. I struggle every day😢😢😢 no one will help me. I'm alone and have nothing while Canada is supporting these immigrants and saying to hell with you if your Canadian . Yes I said it. How can someone live in what I get a month. I don't get anything else and like I said if it wasn't for housing I'd be in the street while Canada brings over immigrants from India that are not here because of war. Just to make more money to send home and take everything from us. They are laughing at us everyone is. Wake up people. We are the minority in our own country😢😢😢😢😢 I'm so done
Identity Attack0.21470967
Insult0.100019015
Profanity0.034146797
Threat0.007586042
Severe Toxicity0.008773804
Low Tox 0.25084448 Constructive 0.81
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Wait until the somalis come
Wait until the somalis come
Identity Attack0.2783691
Insult0.047349896
Profanity0.06044999
Threat0.077831104
Severe Toxicity0.012703998
Low Tox 0.24763705 Low Con 0.172 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
With our Indian's superpower in weapon of human mass production, India will conquer the whole world. Just wait for it. Jai Hind
With our Indian's superpower in weapon of human mass production, India will conquer the whole world. Just wait for it. Jai Hind
Identity Attack0.22707681
Insult0.070482984
Profanity0.057443913
Threat0.18281023
Severe Toxicity0.023076924
Low Tox 0.24763705 Low Con 0.196 Identity_Assertion
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most …
I'll lay it out for you: Me: typical middle of the road liberal oriented Canadian. Non white, immigrant (I wasnt born here) I worked in a Refugee housing for over 4 years in Ontario. Most were not war areas refugees (Yes I know there are other types of refugees). I only encountered few refugees from war areas. ONLY 1 person from Iraq, about 2 families were from Afghanistan, 1 couple from Pakistan(I doubt they were real refugees they spoke fluent English, maybe political refugee), and a most from African countries. Its too far for real refugees to get here. Its Easier for them to go to other countries nearby or Europe. MOST SEEM TO BE ECONOMIC REFUGEES. Most were coming from Africa. Some are coming from Latin America, which shouldn't be happening. Once they showed up at our doorstep and we processed them into the system, they were immediately in the same class as a Canadian resident homeless person if they were making a refugee claim. We get money to house and feed them (from the government), and they are given a stipend for basics from the government processed through the Social Assistance/ Welfare system (they get less than a resident/citizen I think.). They then have to get their case processed by the refugee board, and most seem to get in. I've only heard of few getting sent back. One person I know at our facility, was given a subsided social housing apartment after a year in our facility. So they went straight from a shelter to a government/city owned subsidized apartment. (Didn't seem like it was a issue for the housing worker...they didn't report it (if they were not the ones that helped the person to get it), they were white, the housed person was Latin. This refugee claimant, and then month or two new Canadian resident person was given an apartment in a prime area of the city, instead of the 1000's of Canadians, those who came before them, and born Canadian citizens on an extremely long waiting list. How this was allowed to happen I don't know. The person was probably sucking on someone's straw. I'm just trying to think the barriers these people have to go through to get a job here. We are far removed from the time of the 80's and 90's., and housing and jobs are so hard to get. Lol the "Canadian government asks them to repay the traveling cost to Canada if they are sent back"....I wonder how much the government recoups?.....more like 0 probably. What a bunch of crap. How do you demand someone to repay their flight cost when they get back to their country?
Identity Attack0.2783691
Insult0.09124154
Profanity0.027137227
Threat0.0089712385
Severe Toxicity0.007858276
Low Tox 0.24603334 Constructive 0.81
May 24, 2018 9 likes How much do refugees and …
Who controls the AI, who controls Palantir, who trained ICE? Who owns Oracle? When they take over, they will implement an AI system that catalogues anyone speaking out against them and their system, and the …
Who controls the AI, who controls Palantir, who trained ICE? Who owns Oracle? When they take over, they will implement an AI system that catalogues anyone speaking out against them and their system, and the slaughter will be immense. You think Russia was bad? Just wait for the new gulags. The slaughter will be on a mass scale, in most European nations. The world as we know it is on the brink.
Identity Attack0.10221587
Insult0.042665333
Profanity0.022013342
Threat0.26849106
Severe Toxicity0.010223389
Low Tox 0.2396185 Moderate Con 0.319 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Disgraceful..Encourage other's to come to Canada, work in all sectors wait for PR then debt trap economics..Many turning to China-Russia..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..
Disgraceful..Encourage other's to come to Canada, work in all sectors wait for PR then debt trap economics..Many turning to China-Russia..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..
Identity Attack0.04796442
Insult0.16868424
Profanity0.018529098
Threat0.0069905366
Severe Toxicity0.004119873
Low Tox 0.23523538 Moderate Con 0.379
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
When I legally arrived in Canada with PR, Indian people were all happily telling me how they worked the system to not have a long wait like I did. They are even abusing the spousal …
When I legally arrived in Canada with PR, Indian people were all happily telling me how they worked the system to not have a long wait like I did. They are even abusing the spousal visa and getting paid in excess of 50k to marry another Indian person and bring them over.
Identity Attack0.2823795
Insult0.06564732
Profanity0.022901481
Threat0.010032792
Severe Toxicity0.0061416626
Low Tox 0.23451406 Constructive 0.572 Personal_Narrative
Oct 1, 2025 174 likes IRCC Names India in Study …
Healthcare in Canada is only a promise, the reality is the wait-list, every step of the way. I took a 17-month wait for a mri and cut it down to 17 hours, cutting a multi-year …
Healthcare in Canada is only a promise, the reality is the wait-list, every step of the way. I took a 17-month wait for a mri and cut it down to 17 hours, cutting a multi-year process down to 6 days. To get a mri in Canada is not easy there are only a smattering of private options if you want to pay, but you still have to wait 3 weeks, and it will cost $3500. I said screw it, bought a plane ticket, flew to Bangkok arriving on a Saturday, saw a doctor on Sunday, had a mri on Monday, and got the results on Friday. Then I spent the next week sitting on a beach. The total cost all in was $1900. I am not fussy, I'll accept any hospital in any country that will accept me.
Identity Attack0.01666154
Insult0.08582769
Profanity0.26628086
Threat0.008893564
Severe Toxicity0.009651184
Low Tox 0.23379272 Constructive 0.665 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
#StopCoveringUp! Western and Muslim ecosystems, there are #consequences waiting for you guys.
#StopCoveringUp! Western and Muslim ecosystems, there are #consequences waiting for you guys.
Identity Attack0.2331515
Insult0.042665333
Profanity0.036401358
Threat0.022681303
Severe Toxicity0.009155273
Low Tox 0.22043827 Low Con 0.189 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
‼️ Love your channel ‼️ But you are better than selling your viewers & sponsoring a Company that, scams people & take their time. Your sponsor / Free Cash -Gaming Service Provider. Here is some …
‼️ Love your channel ‼️ But you are better than selling your viewers & sponsoring a Company that, scams people & take their time. Your sponsor / Free Cash -Gaming Service Provider. Here is some information on the company- It’s not guaranteed, and larger rewards or complex tasks are much more likely to lead to disputes, denials, or long waits before (or if) payment happens. Freecash is not a reliable source!
Identity Attack0.009286462
Insult0.07935401
Profanity0.058445938
Threat0.0086087575
Severe Toxicity0.004673004
Low Tox 0.21642438 Moderate Con 0.453
Jan 27, 2026 Inside Canada's Indian Invasion...
Funny how I was being called a racist for calling this out when it was just beginning. Media and government always wait until it’s far too late to do or say anything about it. “Optics”… …
Funny how I was being called a racist for calling this out when it was just beginning. Media and government always wait until it’s far too late to do or say anything about it. “Optics”… you wanted the job, have some sort of dignity and do it.
Identity Attack0.08004672
Insult0.0838533
Profanity0.022696527
Threat0.008090926
Severe Toxicity0.004196167
Low Tox 0.2043827 Moderate Con 0.39 Identity_Assertion
Feb 21, 2026 Canadian immigration officers investigating hundreds …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation is fake, and although the guy who invited you DOES HALF OWN the house, but it is HIS BROTHER hosting the party, and your friend, whenever his brother holds a party prints out fake invitations. And then after being told to just STAY PUT, after thinking that you would like to just leave, the guy who explained this comes over to tell you that since your friend IS half owner of the house, that you are ALLOWED TO STAY, but preferably if you could just walk a long narrow hallway in sit in the large roomy storage closet. Maybe then, you think it preferable to just leave, but IT MIGHT BE CONSTRUED that you are making A BIG FUSS about leaving, and this would be BEING RUDE to the people WHO TOOK QUITE A BIT OF TIME to help you sort out YOUR DILEMMA, and IF you DO leave, you might NOT EVER be invited back again, and if you AREN'T invited back, MAYBE someone who saw you AT THE PARTY: LIKES YOU, and will go around LOOKING FOR YOU, even to the points of looking through people's windows to find you, and WHAT IF this would happen at like 3am, and maybe you should JUST TRY TO enjoy your stay in the broom closet BECAUSE someone who DOES LIKE YOU would wait and be able to SPOT YOU and say 'hi' AS YOU EXIT the main entrance, if that is the only exit.
Identity Attack0.014249804
Insult0.0816321
Profanity0.10982819
Threat0.011767523
Severe Toxicity0.008277893
Low Tox 0.20335422 Constructive 0.667 Humor_Satire
Feb 17, 2026 LILLEY UNLEASHED: The fall of …

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.