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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 see them and I …" 1,182 comments · Page 38 of 48
Visite Thailand or Vietnam, unfortunately they see the same overwhelming amount taking over there
Visite Thailand or Vietnam, unfortunately they see the same overwhelming amount taking over there
Identity Attack0.04822223
Insult0.01961243
Profanity0.017299367
Threat0.00866054
Severe Toxicity0.002117157
Low Tox 0.08320791 Low Con 0.29 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Quebec sees the long term problem for preserving French language and heritage as threatened by the huge numbers of immigrants. If left unchecked, the province will struggle in the future to keep their cultural distinction …
Quebec sees the long term problem for preserving French language and heritage as threatened by the huge numbers of immigrants. If left unchecked, the province will struggle in the future to keep their cultural distinction as these residents enter politics and leadership roles.
Identity Attack0.05612817
Insult0.02193286
Profanity0.009869732
Threat0.008764107
Severe Toxicity0.0018978119
Low Tox 0.08241652 Moderate Con 0.468 Identity_Assertion
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Tyler you are BASED!! Thanks for this video. So sad seeing what Canada has become.
Tyler you are BASED!! Thanks for this video. So sad seeing what Canada has become.
Identity Attack0.04023018
Insult0.026702631
Profanity0.011219022
Threat0.0070552654
Severe Toxicity0.002117157
Low Tox 0.08083374 Constructive 0.517
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
As much as I hate seeing how bad it’s become, I also love the fact you’re shedding light on it. As a Canadian myself it’s pretty weird that almost anywhere I go in my province, …
As much as I hate seeing how bad it’s become, I also love the fact you’re shedding light on it. As a Canadian myself it’s pretty weird that almost anywhere I go in my province, (Man) it’s like predominantly east Indian other than like reserves which is a rough subject in itself some/most cases.
Identity Attack0.04512853
Insult0.025284592
Profanity0.021808386
Threat0.0065956907
Severe Toxicity0.0020503998
Low Tox 0.08083374 Constructive 0.682 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
all immigrants i see in canada is working
all immigrants i see in canada is working
Identity Attack0.059311368
Insult0.020966014
Profanity0.018119188
Threat0.0067316215
Severe Toxicity0.0022125244
Low Tox 0.08083374 Moderate Con 0.396 Solidarity
Feb 3, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
"One Edmonton immigration lawyer" should acknowledge the "real life", "genuine" "harshest stories" that are being experienced by Canadians as a result of the massive numbers of immigrants that have taken up residence here in the …
"One Edmonton immigration lawyer" should acknowledge the "real life", "genuine" "harshest stories" that are being experienced by Canadians as a result of the massive numbers of immigrants that have taken up residence here in the past ten years. Housing, jobs, health care... we've watched Canadians go homeless, jobless, and die in line to see a doctor.
Identity Attack0.03919895
Insult0.024382202
Profanity0.010313802
Threat0.010110466
Severe Toxicity0.0023078918
Low Tox 0.08083374 Constructive 0.671 Economic_Argument
Jan 17, 2026 2 likes 2.9 million Canadian temporary visas …
2015 - Zero illegal immigrants. 2016 - 2.6 million illegal immigrants. 20,000 deportation per year is just a drop in the bucket. *Need to raise it to 100,000 per year to see real results.*
2015 - Zero illegal immigrants. 2016 - 2.6 million illegal immigrants. 20,000 deportation per year is just a drop in the bucket. *Need to raise it to 100,000 per year to see real results.*
Identity Attack0.051353373
Insult0.019547975
Profanity0.010587076
Threat0.006757513
Severe Toxicity0.0017166138
Low Tox 0.08004235 Moderate Con 0.376 Unverified_Claim
Feb 8, 2026 Deportations From Canada at Their …
Funfact: at 04:19 you are seeing 3 Portuguese-Americans. (Luso Americans)
Funfact: at 04:19 you are seeing 3 Portuguese-Americans. (Luso Americans)
Identity Attack0.054763943
Insult0.01838776
Profanity0.028503597
Threat0.010421164
Severe Toxicity0.0036621094
Low Tox 0.07845957 Moderate Con 0.395 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
CBSA needs to do more enforcement raids and deport temporary residents in breach of their permit. For landlords who rent out a place to 20 people, CRA should audit their rental income, any tax evasion …
CBSA needs to do more enforcement raids and deport temporary residents in breach of their permit. For landlords who rent out a place to 20 people, CRA should audit their rental income, any tax evasion there should result in an immediate lien or confiscation of the property. To see how our country went downhill since 2015 and have politicians willfully ignore the consequences of poor policies shown in this inquiry is upsetting. Jean Chretien once represented what the liberal party should be, and at the same time helped balance the budget. The new liberal party brings Canadas future economic prosperity into question.
Identity Attack0.007473567
Insult0.03489272
Profanity0.013371054
Threat0.008841781
Severe Toxicity0.0016880035
Low Tox 0.07687678 Constructive 0.703
Nov 6, 2025 1 likes IRCC Names India in Study …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, …
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, don't work in a skilled profession, and don't engage with the Canadian community or culture. To expand on that, I have a great job in construction estimating on $85k a year, I speak fluent english (of course), I rent my own condo, my partner is Canadian and I have multiple Canadian friends. Yet, still I'm not convinced my PR visa will ever be granted. Then I walk into Tim Hortons or Subway and the foreign workers there can't understand a word I'm saying... how is that right??
Identity Attack0.027815815
Insult0.030595649
Profanity0.016103793
Threat0.0066668927
Severe Toxicity0.001964569
Low Tox 0.075294 Constructive 0.831
Sep 23, 2025 140 likes Inside Canada's Indian Metropolis (Brampton)
See the thing about the knife to protect yourself, that is incredibly illegal in Canada It's an offense to carry anything for self-defense. Would probably get in more trouble than the trafficker if we're being …
See the thing about the knife to protect yourself, that is incredibly illegal in Canada It's an offense to carry anything for self-defense. Would probably get in more trouble than the trafficker if we're being honest
Identity Attack0.015355183
Insult0.025542418
Profanity0.013507691
Threat0.011327368
Severe Toxicity0.0021362305
Low Tox 0.075294 Constructive 0.563 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Would like to see Sharia law implemented in Ontario.
Would like to see Sharia law implemented in Ontario.
Identity Attack0.04203484
Insult0.014124917
Profanity0.014703264
Threat0.008582866
Severe Toxicity0.0033187866
Low Tox 0.07450261 Low Con 0.234
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Now I see why Alberta wants to separate from the rest of India, I’m mean Canada
Now I see why Alberta wants to separate from the rest of India, I’m mean Canada
Identity Attack0.056582913
Insult0.019096779
Profanity0.013166099
Threat0.0072365063
Severe Toxicity0.0020980835
Low Tox 0.07450261 Moderate Con 0.354 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next to my neighborhood. It was a beautiful addition to the town as it allowed wildlife a place to find shelter, while giving us a little nature loop within walking distance. On multiple occasions I have caught people dumping literal truckloads of their households' trash into this small forest on a backroad I frequent. When confronted they laugh it off, and generally don't appear to see that what they're doing is wrong. The pond itself is also filled with crap, despite the posted signs informing of the harm this causes the ecosystem. From my (and most people who live here) experience it is overwhelmingly a single demographic that is responsible for the uncleanness in our shared spaces. Any BC resident can tell you about the access to beautiful nature we are privileged to, and I hate more than anything to see it being desecrated in the way I have. Most people will not speak up about this.
Identity Attack0.0056236745
Insult0.034562174
Profanity0.02023706
Threat0.0067251488
Severe Toxicity0.0017261505
Low Tox 0.07450261 Constructive 0.806 Personal_Narrative
Jan 27, 2026 460 likes Inside Canada's Indian Invasion...
If imagrint wanted to be treated as equal then thay should make it like the rest of us.On our own Marit no government help and see how fast thay will leave 😮
If imagrint wanted to be treated as equal then thay should make it like the rest of us.On our own Marit no government help and see how fast thay will leave 😮
Identity Attack0.02439919
Insult0.02425329
Profanity0.016616182
Threat0.008077981
Severe Toxicity0.002002716
Low Tox 0.07371122 Moderate Con 0.316 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Identity Attack0.019977676
Insult0.029273475
Profanity0.010365041
Threat0.0067898775
Severe Toxicity0.0012969971
Low Tox 0.07212844 Constructive 0.572 Call_To_Action
Feb 24, 2026 'We do know that there's …
They make kids, they will pay our retirements, see the good. Do you think their kids will still adore idoles?
They make kids, they will pay our retirements, see the good. Do you think their kids will still adore idoles?
Identity Attack0.008768492
Insult0.026444806
Profanity0.014464149
Threat0.007353018
Severe Toxicity0.0015544891
Low Tox 0.07212844 Moderate Con 0.382
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation …
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation completely. There needed to be people brought in to build, plant and develop the country at that time. We are no longer in need of mass migration as we already have a developed country. I wonder how many of the liberals would change their positions if the policy was, if you want a new migrant to come into Canada you have to pay for them out of your own paycheques and if you don't want a new migrant you don't have to pay. Pretty sure, very few people would want to pay when it is put that way but we are ALL forced to pay to cover that tab.
Identity Attack0.036105253
Insult0.028171662
Profanity0.013166099
Threat0.006763986
Severe Toxicity0.0016498566
Low Tox 0.07054565 Constructive 0.734 Policy_Critique
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants make a powerful voting block and as your numbers increase, their power will also increase… And I do think Canada is a very attractive destination, given all the government subsidies… Healthcare, dental care, child care, Pharma care… Subsidized, housing… To say nothing of the special refugee and immigrant programs…
Identity Attack0.030175667
Insult0.027841117
Profanity0.015557245
Threat0.0067316215
Severe Toxicity0.001964569
Low Tox 0.069754265 Constructive 0.68 Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
I would quite like to see Tyler do a video on Benidorm and how the Spanish feel about the huge amount British people there
I would quite like to see Tyler do a video on Benidorm and how the Spanish feel about the huge amount British people there
Identity Attack0.044870727
Insult0.017088935
Profanity0.032142747
Threat0.013528148
Severe Toxicity0.003929138
Low Tox 0.069754265 Moderate Con 0.467
Jan 27, 2026 Inside Canada's Indian Invasion...
It's your own fault, you could have looked at the UK, Singapore, USA, Malaysia to see that this was going to happen. It's already happening in mass to Australia, Japan, New Zealand, Ireland.
It's your own fault, you could have looked at the UK, Singapore, USA, Malaysia to see that this was going to happen. It's already happening in mass to Australia, Japan, New Zealand, Ireland.
Identity Attack0.014249804
Insult0.01890341
Profanity0.01620627
Threat0.010239923
Severe Toxicity0.0020313263
Low Tox 0.06896287 Low Con 0.249
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
It's sad to see what has happened to our immigration system. It's not sustainable and not just not only for Canadian citizens but also for the new immigrants that arrive and can't find work or …
It's sad to see what has happened to our immigration system. It's not sustainable and not just not only for Canadian citizens but also for the new immigrants that arrive and can't find work or afford rent.
Identity Attack0.04564415
Insult0.020966014
Profanity0.009647697
Threat0.0064144502
Severe Toxicity0.0016307831
Low Tox 0.06817148 Constructive 0.712 Policy_Critique
Feb 17, 2026 42 likes 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.