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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: "So how much are they …" 844 comments · Page 15 of 34
Personally I would never move to a country if I knew my presence would make life harder for everyone else. I especially wouldn't move to a country if the billionaires wanted me to move, I …
Personally I would never move to a country if I knew my presence would make life harder for everyone else. I especially wouldn't move to a country if the billionaires wanted me to move, I don't wanna be their pawn to lower wages. This is how you become hated, I'd much rather move somewhere that the natives are put first. I don't care about history in this context, my people were the first slaves, I don't care, what we do now as individuals is what matters, and these individuals in Canada are bad people.
Identity Attack0.23163283
Insult0.24928534
Profanity0.08581402
Threat0.009385503
Severe Toxicity0.009613037
Low Tox 0.28857216 Constructive 0.64 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
I get it but is much rather this than the Islam invasion much of the rest of the world is dealing with.
I get it but is much rather this than the Islam invasion much of the rest of the world is dealing with.
Identity Attack0.36803186
Insult0.07523532
Profanity0.0684662
Threat0.012803185
Severe Toxicity0.013155893
Low Tox 0.28857216 Constructive 0.513 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. …
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. Much love ❤️to everyone, diversity is beuty, unity is amazing. Also these are the same people doing the lower end jobs of your economy, which I don’t wanna get technical, but it seems like this channel just helps create a community for racist or extreme opinions to thrive in. Your government accepted these people for a reason, Unity is good, discrimination is not.
Identity Attack0.23391083
Insult0.15556364
Profanity0.06044999
Threat0.012233571
Severe Toxicity0.013155893
Low Tox 0.2855005 Constructive 0.801 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA …
My dad grew up in Brampton, it was a blue collar biker town. Hell's Angels ran it. Now it's Browntown aka Bramladesh I grew up in Milton just down Steeles Rd. There was an HA clubhouse until it got fire bombed when i was a kid. Plaid and Mullets is what i grew up in... Now its mostly Indian. They've pretty much connected through growth.... *cough cough ....Indian invasion. Going to my hometown is like a different place all together, when i left the was only 1 Indian takeout and it was expensive. Brownchode told me because he was the only 1 unless you wanted to drive to Brampton, he laughed. Now when i go back all the places i used to know are all Indian. From grocery to take out our dine in. It's actually gross to see the complete takeover, thanks federal govt and the pos liberals
Identity Attack0.33675182
Insult0.110259406
Profanity0.20262444
Threat0.03787563
Severe Toxicity0.02167734
Low Tox 0.2855005 Constructive 0.626 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The [white] interviewer went inside the hindu and sikh temple with an intention to generate more hate towards those communities among white fellas but instead received so much of love and warmth there. Change your …
The [white] interviewer went inside the hindu and sikh temple with an intention to generate more hate towards those communities among white fellas but instead received so much of love and warmth there. Change your thinking and you will start seeing the kindness and beauty of world outside of your imagination.
Identity Attack0.36598656
Insult0.076502606
Profanity0.07740857
Threat0.011612174
Severe Toxicity0.009536743
Low Tox 0.2854971 Constructive 0.566
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
And I don't care if YouTube shut me out. I'll just let you know that I'm good with it. You probably own it too much anyway
And I don't care if YouTube shut me out. I'll just let you know that I'm good with it. You probably own it too much anyway
Identity Attack0.021083053
Insult0.070482984
Profanity0.13873272
Threat0.031314444
Severe Toxicity0.0118255615
Low Tox 0.2854971 Moderate Con 0.373
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Participating in a society that requires you to have a cell phone is why you live in a society that requires yo to have a cell phone. Let that sink in while it's about to …
Participating in a society that requires you to have a cell phone is why you live in a society that requires yo to have a cell phone. Let that sink in while it's about to get much, much worse on all fronts. This is exactly where ignorance, compliance and complacency leads. Enjoy it folks, you have earned it in stripes!
Identity Attack0.0071035884
Insult0.25800487
Profanity0.024267852
Threat0.009100696
Severe Toxicity0.0037765503
Low Tox 0.2854903 Moderate Con 0.308 Fear_Threat
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Hmmm, I wonder why Filipinos, Chinese, Vietnamese, Russians, Ukranians don't get that much hate in Canada...maybe because they know how to ASSIMILATE????
Hmmm, I wonder why Filipinos, Chinese, Vietnamese, Russians, Ukranians don't get that much hate in Canada...maybe because they know how to ASSIMILATE????
Identity Attack0.35299334
Insult0.08533409
Profanity0.020510335
Threat0.007301235
Severe Toxicity0.008773804
Low Tox 0.2854903 Moderate Con 0.317
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else …
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else for a little while, you will be homeless when you come back. To we are pretty much screwed in every moving around to try and gain experience to get ahead. And there are profession where you have to move outside of the GTA to get experience. Canadian students can barely get a entry level job with a two year diploma, yet they allow International students to study things like a 2 year diploma in Business, which no one can ever get a job with, and on top of that, they told them they can apply to become permanent resident . How does that even make any sense? Does any politician in this country have two working brain cells? I'm so sick of this country, I desperately want to leave ...I'm a immigrant and my parents came here in the glory days of the 70s, where people from other English speaking countries were given priority and were expected to fully integrate into Canadian society
Identity Attack0.049761772
Insult0.23704576
Profanity0.20916378
Threat0.010032792
Severe Toxicity0.010223389
Low Tox 0.2854869 Constructive 0.684
Jun 17, 2025 173 likes How Canada broke its immigration …
There’s now an Indian student at my very rural school. We live in an extremely white area (with a few Asians, but not many at all). Personally, it just puts into perspective how much things …
There’s now an Indian student at my very rural school. We live in an extremely white area (with a few Asians, but not many at all). Personally, it just puts into perspective how much things are changing, in a bad way.
Identity Attack0.36702603
Insult0.0808917
Profanity0.092279755
Threat0.010058682
Severe Toxicity0.011062622
Low Tox 0.2854835 Constructive 0.553 Fear_Threat
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
it's just ironic that Indians love their country so much that they want to live in other countries
it's just ironic that Indians love their country so much that they want to live in other countries
Identity Attack0.35624164
Insult0.07745308
Profanity0.05393682
Threat0.0072365063
Severe Toxicity0.009918213
Low Tox 0.28547668 Moderate Con 0.338 Humor_Satire
Jan 27, 2026 59 likes Inside Canada's Indian Invasion...
I moved here from South America almost 30 years ago and worked to learn the culture and values. When in arrived in Vancouver I was shocked to see so many Chinese people.. it was not …
I moved here from South America almost 30 years ago and worked to learn the culture and values. When in arrived in Vancouver I was shocked to see so many Chinese people.. it was not my idea of Canada. Then I moved to Toronto and was shocked to see so many Indians. As an immigrant myself I'm against these immigrants that come here and don't learn the culture and have no appreciation for the Canadian way of life. This is 100% a failure of government policy . Trudeau made the situation so much worse.
Identity Attack0.34324843
Insult0.15982662
Profanity0.025497584
Threat0.009722093
Severe Toxicity0.009841919
Low Tox 0.2854699 Constructive 0.728
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
It sickens me to see how much our dysfunctional government gives the new immigrants more money to live on then what they give CANADIAN SENIORS. We seniors have worked in Canada our whole lives. Seniors …
It sickens me to see how much our dysfunctional government gives the new immigrants more money to live on then what they give CANADIAN SENIORS. We seniors have worked in Canada our whole lives. Seniors are having to decide which bill to pay or miss the bill and buy food. I went to work at the age of 12. I had two paper routes to do before going to school which was a total of 7.00 a week. I also worked in a greenhouse after school and weekends for 50 cents an hour. Now being disabled I am not able to work even a part time job or even find a part time job. I have been looking for a part time job. I have sent out 250 resumes just last month and did not even get a rejection reply. My specialists asked me if I realized the harm I am doing to myself. What other choice do I have? The Liberal government have broken Canada.
Identity Attack0.10221587
Insult0.24928534
Profanity0.031140719
Threat0.007417747
Severe Toxicity0.006904602
Low Tox 0.2853768 Constructive 0.685 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I …
I was called a Nazi because I suggested the same thing: the more people you have the less resources you have for everyone to go around. I was called a Nazi for saying that. I wasn’t being a Nazi. I was being a mom. Any woman knows this. When you’re single, you can have a whole pie to yourself. You get married, you make a pie and you’ve got well maybe a couple of days worth of food. Add a child everybody eats comfortably but only for one night add a second child somebody’s gotta give up. You know what I mean like it’s just plain math Mathematics so I guess I’m too far left for the right and I’m too far right for the left, I guess. Although I’m not an immigrant, I am a person with disabilities and just recently when we lost the so-called Trudeau tax I wondered why I wasn’t getting it. Then on a Canadian conservative source I heard we weren’t getting it anymore and I was upset. Disgruntled person wrote in the comments section and I quote get over yourself. I think MAID could help you. That didn’t come from a left-wing source as many right wing folks will say that it’s the left who wants to euthanize disabled people. That came from someone from a right leaning source. So writer left nobody wants to pay for anyone to have a free ride, even if the ride isn’t really free. I live on $800 a month and I am much too disabled to work and I don’t have family. In addition, I’ve been told I’m not eligible for rent gear to income, but it’s not like I’m going to get well. Anyway, it seems people don’t like to put out for others and I get it because the folks at the top are always happy to see the little guys tear each other apart. None of our politicians have ever voluntarily Given up a pay cut to support those who can’t work any longer or who never could. That would be the pro life thing to do. They’re always voting themselves big raises.
Identity Attack0.23011416
Insult0.1087965
Profanity0.17566866
Threat0.016810767
Severe Toxicity0.01986976
Low Tox 0.28425202 Constructive 0.804 Personal_Narrative
Aug 31, 2025 Why Canadians Are Turning Against …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got …
😂😂😂 I never thought you’d actually do a video on Brampton. The “Doctors and Engineers” offer nothing good to us. Everyone used to live there, used to be a good prominent neighbourhood. Thankfully I got out in 2002. Since the influx of Jeets, our insurance rates have sky rocketed, it’s impossible to get a decent job anywhere because they lie on their resume and scam the system, all while the government is giving them money. They also infect any place/city you want to go to. In 2017 it was a bad time to be in college/university, fast forward to now and how much more our government has imported, all of Ontario is doomed. Hope you went to Singh Hortons while you were here, it used to be good, now you’re lucky if you don’t get sick because of their hygienic standards. The only thing they’re good for is delivering us food when we don’t want to leave our house. The worst part is these people think they’re needed here and think they’re better than us Canadians because the government pushed them here. Useless people that infected and ruined everything we had, the jeet fatigue is real.
Identity Attack0.053399716
Insult0.24171697
Profanity0.07934829
Threat0.009307829
Severe Toxicity0.008506775
Low Tox 0.28425202 Constructive 0.564 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as …
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as major tax payers are forced to finance the lives of these people who are only here to take from us, not give back in any way for us who supported them coming in to feel it's been a good decision made by our government, from our pockets. They do also bring their war, stealing, lying, scamming with them, creating more division with us who were living peacefully before. There's so much more that I see and experience now, that makes me want to leave, and it shouldn't be me who leaves home for others who have no good intentions.
Identity Attack0.17070955
Insult0.24767025
Profanity0.038655918
Threat0.012803185
Severe Toxicity0.009117126
Low Tox 0.28425202 Constructive 0.826 Fear_Threat
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
The biggest problem with multiculturalism I think. Its a softer melting pot. You get these grops of people that stick with their own culture. Speak the same, dress, act the same. They aren't integrating or …
The biggest problem with multiculturalism I think. Its a softer melting pot. You get these grops of people that stick with their own culture. Speak the same, dress, act the same. They aren't integrating or very little. Your going to start seeing much more of the mulim population start now that HAMAS is here. Your already seeing protesting on a regular basis. Then eventually theyll keep pushing for sharia law. They've already tried several times in the GTA. It wont stop. Look at London and whats going on in Europe right now. We are heading down the same path. Trudeaus immigration plan was to offset his massive debt load. It was the only way to expand GDP enough to offset it
Identity Attack0.33060804
Insult0.10440776
Profanity0.10611444
Threat0.022335978
Severe Toxicity0.013736901
Low Tox 0.28312725 Constructive 0.667 Fear_Threat
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada should take immigration from hhese countries. Every Canadian State has too much Indian race then wonder why such a Situation
Canada should take immigration from hhese countries. Every Canadian State has too much Indian race then wonder why such a Situation
Identity Attack0.36702603
Insult0.0670459
Profanity0.025497584
Threat0.009566744
Severe Toxicity0.01083374
Low Tox 0.2820025 Low Con 0.225 Fear_Threat
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you …
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you even let people question . There are more chinese immigrants than indians in foreign but I've never anyone say anything about China or any other . It's indians mistake .If you go to any country you must adapt their culture not put yours there . I hope people understand this .
Identity Attack0.29035977
Insult0.13245803
Profanity0.099305905
Threat0.0138755
Severe Toxicity0.014253352
Low Tox 0.2820025 Constructive 0.686 Identity_Assertion
Feb 4, 2026 4 likes Inside Canada's Indian Invasion...
As a canadian I really feel this, thanks these indians and our government getting a job is a nightmare especially if you live in the city and most of the country is far-left so it …
As a canadian I really feel this, thanks these indians and our government getting a job is a nightmare especially if you live in the city and most of the country is far-left so it isn't changing anytime soon. It's just sad to see, I'm not racist I just want my own country and my own job but I guess that's asking too much :/
Identity Attack0.29951343
Insult0.1378885
Profanity0.028503597
Threat0.007314181
Severe Toxicity0.00793457
Low Tox 0.28087774 Constructive 0.679 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
i live in bolton, have for 35 years .im pretty much next to brampton, which was always very indian, and that was fine. but its drastically changed in the past 10 years for the very …
i live in bolton, have for 35 years .im pretty much next to brampton, which was always very indian, and that was fine. but its drastically changed in the past 10 years for the very very worst. were still sort of ok in bolton right now but it's happening fast. edit: brampton used to be full of indians that wanted to be canadian, now its just disrespectful ones that want brampton to be india
Identity Attack0.33675182
Insult0.12521741
Profanity0.06044999
Threat0.008492245
Severe Toxicity0.008277893
Low Tox 0.2786282 Constructive 0.579
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Too much of anything is bad, thanks TruDope
Too much of anything is bad, thanks TruDope
Identity Attack0.021585498
Insult0.20201176
Profanity0.10982819
Threat0.00756015
Severe Toxicity0.007209778
Low Tox 0.2763787 Low Con 0.255
Sep 28, 2025 How Canada broke its immigration …
I’m tired of this government bringing in so much immigrants taking all the jobs and trying to change our laws.
I’m tired of this government bringing in so much immigrants taking all the jobs and trying to change our laws.
Identity Attack0.28034934
Insult0.08459369
Profanity0.018119188
Threat0.007935578
Severe Toxicity0.006904602
Low Tox 0.27525392 Moderate Con 0.432
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
We are spending too much money on foreigners. End of story.
We are spending too much money on foreigners. End of story.
Identity Attack0.30103904
Insult0.06652143
Profanity0.021056883
Threat0.010757755
Severe Toxicity0.007972717
Low Tox 0.27525392 Low Con 0.221 Economic_Argument
Feb 24, 2026 8 likes 'We do know that there's …
If even Indians themselves are saying it’s too much yk there’s a big issue 😂😂
If even Indians themselves are saying it’s too much yk there’s a big issue 😂😂
Identity Attack0.28034934
Insult0.06858205
Profanity0.0838743
Threat0.010602405
Severe Toxicity0.010604858
Low Tox 0.27412915 Low Con 0.201 Identity_Assertion
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...

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.