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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: "I want this guy to …" 99 comments · Page 4 of 4
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 …
7:45 So he's talking to a Muslim guy who supposedly gives him this rundown but doesn't want anyone to know he has a tattoo even though...he's walking around town with it visible? I've always heard …
7:45 So he's talking to a Muslim guy who supposedly gives him this rundown but doesn't want anyone to know he has a tattoo even though...he's walking around town with it visible? I've always heard people say when journalists/vloggers do this, it means they made it up.
Identity Attack0.23618884
Insult0.06023245
Profanity0.08452088
Threat0.0115345
Severe Toxicity0.009384155
Low Tox 0.24442963 Constructive 0.532 Meta_Commentary
Dec 11, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Identity Attack0.1808059
Insult0.1469393
Profanity0.02030538
Threat0.008013252
Severe Toxicity0.0063323975
Low Tox 0.2412222 Constructive 0.593 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? Why aren't you talking about the bioweapon injections?? Did you make money on pcr's? PPs wifey too? Both sides have been compromised for decades. CSIS Report. China, India. Canadians never wanted immigration from any of these 3rd world countries. This is treason.
Identity Attack0.089973204
Insult0.1342682
Profanity0.017777596
Threat0.012751401
Severe Toxicity0.0051116943
Low Tox 0.2330714 Moderate Con 0.346 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
The guy at 9:37 😅 Well if they dont want to suffer discrimination or racism, work, pay taxes, integrate !
The guy at 9:37 😅 Well if they dont want to suffer discrimination or racism, work, pay taxes, integrate !
Identity Attack0.09576365
Insult0.05964688
Profanity0.026180768
Threat0.010214032
Severe Toxicity0.0063323975
Low Tox 0.22846605 Low Con 0.295 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Hi so I totally agree with not wanting your country change BC on immigrations and stuff and that this is like wrong but the things some ppl were saying is ACTUALLY really racist especially the …
Hi so I totally agree with not wanting your country change BC on immigrations and stuff and that this is like wrong but the things some ppl were saying is ACTUALLY really racist especially the guy on the cycle like hello are we not gonna acknowledge that??
Identity Attack0.11744241
Insult0.0777699
Profanity0.029888187
Threat0.0072235605
Severe Toxicity0.005569458
Low Tox 0.22311419 Constructive 0.629 Moral_Argument
Jan 29, 2026 6 likes Inside Canada's Indian Invasion...
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Identity Attack0.16373143
Insult0.07967083
Profanity0.018392462
Threat0.009385503
Severe Toxicity0.0048446655
Low Tox 0.2028889 Constructive 0.68 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
sihk church gives you food and shelter, american churchs call the police and say "this guy is tresspasing in the church idk he wants like charity or something wierd"
sihk church gives you food and shelter, american churchs call the police and say "this guy is tresspasing in the church idk he wants like charity or something wierd"
Identity Attack0.1508922
Insult0.06564732
Profanity0.04792466
Threat0.008556974
Severe Toxicity0.004463196
Low Tox 0.19694418 Moderate Con 0.398 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There was a group of middle eastern men at a local gas station a few years ago, and they were getting loud and rude with one of the locals (smaller town,) They weren't long finding …
There was a group of middle eastern men at a local gas station a few years ago, and they were getting loud and rude with one of the locals (smaller town,) They weren't long finding somewhere else to be when the local guy made a call and twenty plus guys showed up and advised these men that they were outnumbered and might want to remember that in the future, As they were leaving one of them said, you'll find out when we are the majority in this country. They don't want integration, they want to conquer the country and bring in sharia law and their religion based government.
Identity Attack0.10221587
Insult0.08434689
Profanity0.043916557
Threat0.011482717
Severe Toxicity0.005607605
Low Tox 0.1883923 Constructive 0.591 Unverified_Claim
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people will gladly intergrade, but Canadian borns won't welcome it. Walk with me- I'll use food for an example. Every other grocery store is middle eastern/asian/african in Brampton and its becomes harder finding more western style food. I love international food, I cook it often but if you're used to burgers and pizza and only know how to make spaghetti it feels like a 'take over' These people want what they want and even though all these places are free for you to also enjoy they don't like it cause it's too 'foreign' to them. It doesn't mean there isnt still a No Frills or a Walmart or Metro, but because the african and halal store are closer and more frequent it seems like more of a convenience to others and not to you. When people say we're multi-cultural, they mean 'yeah he's brown or black but he keeps it to himself' They aren't going to go to that Sikh temple giving free food, and only go to the church at the beginning even though they're welcome to both. It's the same for Diwali and other things, white people dont care to be interested in those things, and just wonder why they get to have it at all. I do agree with that indian lady at the beginning though, with lax immigration you come in feeling like you don't need to do anything to assimilate. They're doing themselves a disservice by only helping themselves. I hate stereotypes being perpetuated onto people but like that Pakistani guy said too, you live in a bubble and you don't pay attention to that. You can go days without speaking english to someone. You can't immigrate somewhere and shut out everyone already there. I get you may not feel welcome by the white people like the ones in the beginning and so you dont mess with them, and its easy not to. But there needs to be openness with helping everyone benefit from multi-culturalism and not just some of us. There are issues with immigrants not wanting to go outside their bubble and for canadians not to want to either, It'll be hard to (with the current issues we're facing as a country) to actually blend together more.
Identity Attack0.25140062
Insult0.061101943
Profanity0.02392626
Threat0.008181547
Severe Toxicity0.0060272217
Low Tox 0.1883923 Constructive 0.849
Oct 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
800 hundred thousand.. U guy can do nothing right now, we know so well how this people react want they are many, as people said if they small they worshing u if they became bigger …
800 hundred thousand.. U guy can do nothing right now, we know so well how this people react want they are many, as people said if they small they worshing u if they became bigger they worshipped cow.
Identity Attack0.009027477
Insult0.07365121
Profanity0.03990845
Threat0.00933372
Severe Toxicity0.0037765503
Low Tox 0.16851899 Low Con 0.273
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. …
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. Is this over there are 3 options … 1st get a visa extension … 2nd get your PR ( if you fulfill the criteria ) 3rd leave the country. And one thing more Canada own you nothing! No Canada gave you a chance to come here to this country temporarily! You know from the beginning what this means. Don’t cry and say how bad Canada is ..
Identity Attack0.022791367
Insult0.0838533
Profanity0.025770858
Threat0.007832011
Severe Toxicity0.0035476685
Low Tox 0.16245349 Constructive 0.539
Jan 15, 2026 8 likes 2.9 million Canadian temporary visas …
Bike guy was spitting FACTS! It’s not racist to want to preserve your culture. Free speech is still alive in canada. UK needs to take note
Bike guy was spitting FACTS! It’s not racist to want to preserve your culture. Free speech is still alive in canada. UK needs to take note
Identity Attack0.054763943
Insult0.06372428
Profanity0.021466793
Threat0.008246276
Severe Toxicity0.0037574768
Low Tox 0.15545623 Moderate Con 0.464 Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
i want to get a beer with that high-vis guy
i want to get a beer with that high-vis guy
Identity Attack0.020681098
Insult0.05086332
Profanity0.07676199
Threat0.015429466
Severe Toxicity0.0066375732
Low Tox 0.147767 Moderate Con 0.361 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
I explained this a while ago technically he’s not trafficking people across the boarder it’s a loop hole. He drives you as if a uber would and you illegally cross yourself it’s just a punjab …
I explained this a while ago technically he’s not trafficking people across the boarder it’s a loop hole. He drives you as if a uber would and you illegally cross yourself it’s just a punjab scheme. This is how this has been operating at a large scale for so long. If you want more info feel free to get in touch. They essentially give you guidance on how to do so, orchestrate most of it by setting up a temporary air b&b “the safe house” etc. everything has reasoning behind it where it falls in that grey area. In the end you cross the boarder by yourself they don’t help you cross and all the risk is on you. They delete the chats and point the finger saying “this guy just needed a ride and a place to stay”
Identity Attack0.020882076
Insult0.04383647
Profanity0.03915693
Threat0.009230154
Severe Toxicity0.0036811829
Low Tox 0.10826672 Constructive 0.711
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was …
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was appalled and felt as a migrant it was offensive because Canada and by extension its flag was part of the Commonwealth and Britain's imperialist history with India made the Canadian flag offensive. 😳 I probably don't have to tell you what kind of comments he got.
Identity Attack0.060675595
Insult0.027347196
Profanity0.013576009
Threat0.007081157
Severe Toxicity0.0020313263
Low Tox 0.09525062 Constructive 0.74
Aug 25, 2025 22 likes Why Canadians Are Turning Against …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all my life story) to obtain PR and come to Canada just to realize that people without any of these come from different parts of the world especially India bypassing the system and living better life working cash jobs and doing random stuff. When i went to take driving license first time, An Indian origin guy rejected my application saying that my Indian License wasn't looking original enough , where I have seen people who couldn't even speak basic English were applying to get license to drive trucks. It is sad to see how many of our people are bringing a lot of 'Indianness' to this country and live like it is their own turf. I have met many young and middle aged individuals who call themselves students who doesn't even have a clue of what they are studying. It is unbelievable how people of certain status live their life partying and enjoying breaking all sort of rules , dropping out of college etc. when people who are here legally and many Canadians struggling to pay rent / mortgages / insurances etc. Don't even want to talk about job security , its a joke. Finally happy to see someone raising voice.
Identity Attack0.034300596
Insult0.02982438
Profanity0.02208166
Threat0.007197669
Severe Toxicity0.0025367737
Low Tox 0.08241652 Constructive 0.741
Oct 22, 2025 IRCC Names India in Study …
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you …
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you going to do about it. Nothing and they know it. So maybe this is the shot across the bow letting us know its going to be that way whether we want it to or not.
Identity Attack0.022992345
Insult0.021803947
Profanity0.015079016
Threat0.012233571
Severe Toxicity0.0019359589
Low Tox 0.06817148 Moderate Con 0.465
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Identity Attack0.011839314
Insult0.028832749
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.001707077
Low Tox 0.058737632 Constructive 0.793 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
1:55 these are the guys we want and used to get here. We welcomed them.
1:55 these are the guys we want and used to get here. We welcomed them.
Identity Attack0.019475231
Insult0.018065477
Profanity0.025634222
Threat0.010835429
Severe Toxicity0.003376007
Low Tox 0.056016337 Moderate Con 0.465 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
This guy in the bike hat could the whole show. All I wanted was to hear more. This guy has to be the open spoken person I have seen.
This guy in the bike hat could the whole show. All I wanted was to hear more. This guy has to be the open spoken person I have seen.
Identity Attack0.0043102503
Insult0.020321451
Profanity0.016752819
Threat0.007197669
Severe Toxicity0.0016403198
Low Tox 0.044141594 Moderate Con 0.493 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy at 2:05 is the kind of people we want and welcome here. A smart, respectful man. Yes, you assimilate to our culture just as I would assimilate to yours if I moved to …
The guy at 2:05 is the kind of people we want and welcome here. A smart, respectful man. Yes, you assimilate to our culture just as I would assimilate to yours if I moved to your country. 🇨🇦 ❤
Identity Attack0.021585498
Insult0.012794908
Profanity0.021603432
Threat0.008414571
Severe Toxicity0.0024795532
Low Tox 0.03969839 Constructive 0.775 Solidarity
Jan 27, 2026 26 likes Inside Canada's Indian Invasion...
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying …
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying for this.....
Identity Attack0.0012579272
Insult0.020256994
Profanity0.012073003
Threat0.006420923
Severe Toxicity0.0011110306
Low Tox 0.036870047 Constructive 0.58 Economic_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Ontario and Quebec wanted legalize feed and voted for the young guy who was" cute
Ontario and Quebec wanted legalize feed and voted for the young guy who was" cute
Identity Attack0.004328749
Insult0.01306091
Profanity0.011936366
Threat0.006304411
Severe Toxicity0.0010061264
Low Tox 0.023671126 Moderate Con 0.403 Policy_Critique
Feb 19, 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.