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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: "This is not about legal …" 293 comments · Page 10 of 12
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out …
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out to modify some of the immigration laws that will give back the power, the benefit, and advantage to a natural born Canadian. 800 thousand foreigners coming in in the last three months? What’s with that? That’s so shocking. Looks like a legalized invasion/occupation. I’m like you, I was a legal immigrant from Asia in the late 70s retired now and love my great state of Indiana. My family has been here for almost 50 years fully acculturated to the values and culture of American life with my husband and two grown boys. This is my adopted beloved country now. I am everything that it is about. I still know how to speak my birth language only when I go home for vacation. I don’t use it even to speak to a fellow Asian when I see that an English speaking native born American is within ear’s reach. That young lady might be dead with brain tumor before she gets her MRI. That’s unacceptable. Here you go to the ER and if you need an MRI you get admitted and most like have it the next day. Or Y
Identity Attack0.06294931
Insult0.035443626
Profanity0.01982715
Threat0.0074436385
Severe Toxicity0.0029945374
Low Tox 0.11192002 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
South @sians dont "integrate / assimilate because they know they dont have to ! They can find whatever community resources (financial, legal, medical, et al) without having to step outside the community. They have been …
South @sians dont "integrate / assimilate because they know they dont have to ! They can find whatever community resources (financial, legal, medical, et al) without having to step outside the community. They have been able to "replicate" India in their Host country. Unfortunately, the Liberal Party's Misguided Multicultur@lism Policies and Incentivization of Illeg@l / Mass Immigration has exacerbated this problem. I think what local Canadians may resent so much is the new Competition for whatever low - wage labour and community resources are left over post Pandemic. Also, if one listens closely (Euro) Canadians) resent the imposition of Old Country religious / group cultural practices have "overflowed" into the public Commons rather than kept private. The unspoken "demand" that Locals get use to these cultural differences / just suck it up causes some rancor.
Identity Attack0.06340405
Insult0.045007613
Profanity0.015625564
Threat0.0067769317
Severe Toxicity0.0028419495
Low Tox 0.11181668 Constructive 0.732 Policy_Critique
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Be careful in Canada. When you said "I bought a knife to protect myself". That might have been instant jail time. You have no legal right to defend yourself in Canada.
Be careful in Canada. When you said "I bought a knife to protect myself". That might have been instant jail time. You have no legal right to defend yourself in Canada.
Identity Attack0.030175667
Insult0.023479814
Profanity0.01220964
Threat0.05397744
Severe Toxicity0.0040245056
Low Tox 0.11161 Moderate Con 0.437 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
There's gotta be a limit to how many foreigners can legally imigrate to a country/province/state, they must assimilate and cant depopulate
There's gotta be a limit to how many foreigners can legally imigrate to a country/province/state, they must assimilate and cant depopulate
Identity Attack0.099072486
Insult0.021481665
Profanity0.017982552
Threat0.008764107
Severe Toxicity0.0027656555
Low Tox 0.10783285 Moderate Con 0.328 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Bill C-12 is a serious attach on the Canadian juridical system allowing the minister in charge to interfere with legal process of any refugee at any time , even before the legal process starts the …
Bill C-12 is a serious attach on the Canadian juridical system allowing the minister in charge to interfere with legal process of any refugee at any time , even before the legal process starts the minister in charge can terminate the file and can stop the legal process. Furthermore, there is no recourse, i.e. the decision is final and can not be appealed before court !!!!!!! C-12 is is a very serious attack on the Canadian juridical system and the legal process of refugees. This bill was tailored by a group of hatemongers, Zionist liberals to target Muslims !!!!!
Identity Attack0.021585498
Insult0.04032305
Profanity0.015864678
Threat0.00948907
Severe Toxicity0.002784729
Low Tox 0.10739898 Moderate Con 0.391
Dec 31, 2025 1 likes Deportations From Canada at Their …
Better housing, services, jobs for the ones stablished legally. Stop opening doors to scammers who take the best part of the slice
Better housing, services, jobs for the ones stablished legally. Stop opening doors to scammers who take the best part of the slice
Identity Attack0.002543031
Insult0.07152185
Profanity0.00025870523
Threat0.0003363767
Severe Toxicity0.0000038219473
Low Tox 0.10651232
Apr 20, 2025 4 likes
They are legal it's not called invasion
They are legal it's not called invasion
Identity Attack0.047448806
Insult0.019547975
Profanity0.025497584
Threat0.008841781
Severe Toxicity0.0041007996
Low Tox 0.10566349 Low Con 0.219 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Identity Attack0.039456755
Insult0.034672357
Profanity0.010945748
Threat0.007365964
Severe Toxicity0.0021362305
Low Tox 0.104361884 Moderate Con 0.421 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I wonder if we are seeing a similar evolution in legal immigrant attitudes WRT Latina populations in the USA.
I wonder if we are seeing a similar evolution in legal immigrant attitudes WRT Latina populations in the USA.
Identity Attack0.10221587
Insult0.018967867
Profanity0.017162729
Threat0.006977591
Severe Toxicity0.0024318695
Low Tox 0.103494145 Moderate Con 0.386 Comparative_Framing
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
They seem to be the best Legal Migrant Community to have i guess. Except the Canada to USA Illegaly part, that needs to stop
They seem to be the best Legal Migrant Community to have i guess. Except the Canada to USA Illegaly part, that needs to stop
Identity Attack0.08087392
Insult0.02264188
Profanity0.011628932
Threat0.006809296
Severe Toxicity0.0019741058
Low Tox 0.102192536 Moderate Con 0.353 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— …
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— you’ll never come back. If you book your own flight out thru this app, it is free and you have a chance to come back legally one day. We’ll even throw in $1K USD for spending. This way you get the change to say goodbye, pack, and plan to leave… otherwise, we will pick the time and place you’ll leave and you’ll end up detained while waiting to leave.”
Identity Attack0.00984143
Insult0.038566336
Profanity0.021056883
Threat0.010395273
Severe Toxicity0.0028800964
Low Tox 0.10175867 Moderate Con 0.433
Nov 20, 2025 6 likes Thousands of refugees allowed into …
At least they are entering legally, what about the colonisation done by the europeans?
At least they are entering legally, what about the colonisation done by the europeans?
Identity Attack0.058401883
Insult0.019354604
Profanity0.019622196
Threat0.008414571
Severe Toxicity0.0030708313
Low Tox 0.10089093 Low Con 0.235 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I had to jump through a thousand hoops to be here LEGALLY! If they cry because their temp visa is running out and they had no intention to go back! NO SHORTCUTS!
I had to jump through a thousand hoops to be here LEGALLY! If they cry because their temp visa is running out and they had no intention to go back! NO SHORTCUTS!
Identity Attack0.013445892
Insult0.030485468
Profanity0.016479544
Threat0.0086087575
Severe Toxicity0.002708435
Low Tox 0.10045706 Moderate Con 0.444
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
Québec. French people. Bill 101. French Civil Code legal system. No burqas permitted. Québec City has final say on all immigration to Québec, not Ottawa.
Québec. French people. Bill 101. French Civil Code legal system. No burqas permitted. Québec City has final say on all immigration to Québec, not Ottawa.
Identity Attack0.09576365
Insult0.021868404
Profanity0.012414595
Threat0.006763986
Severe Toxicity0.0029754639
Low Tox 0.10002319 Moderate Con 0.315 Comparative_Framing
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
The legal cartel in Canada is the one of the reason for the immigration system failure.
The legal cartel in Canada is the one of the reason for the immigration system failure.
Identity Attack0.04538634
Insult0.03136692
Profanity0.01220964
Threat0.0064985976
Severe Toxicity0.00166893
Low Tox 0.09958932 Low Con 0.186 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
When we entered this country legally, Canada took our fingerprints with full biometric data. So, what's the point? WES to verify our study certificates, but who is actually working? We paid thousands of dollars to …
When we entered this country legally, Canada took our fingerprints with full biometric data. So, what's the point? WES to verify our study certificates, but who is actually working? We paid thousands of dollars to Canada 🇨🇦 for this, yet you still can't track fraud and let them in, and now you're just finding them 😅 g8.
Identity Attack0.02128403
Insult0.036809623
Profanity0.015693882
Threat0.006207318
Severe Toxicity0.0017356873
Low Tox 0.09872158 Constructive 0.563
Sep 30, 2025 IRCC Names India in Study …
They should make it so immigrants are legally required to go to a school to integrate with the culture of the country they are going too.
They should make it so immigrants are legally required to go to a school to integrate with the culture of the country they are going too.
Identity Attack0.0775651
Insult0.019934712
Profanity0.015659723
Threat0.007327127
Severe Toxicity0.0021457672
Low Tox 0.09741997 Low Con 0.266 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
you should get the documents to legally cross the border but don’t show the smugglers and actually go through with it and if you get stopped you’d be legal
you should get the documents to legally cross the border but don’t show the smugglers and actually go through with it and if you get stopped you’d be legal
Identity Attack0.020078164
Insult0.023608726
Profanity0.017504321
Threat0.010395273
Severe Toxicity0.0022888184
Low Tox 0.09394901 Low Con 0.248 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any …
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any problem they should blame there government because before these people all that place which is not built was merely dust and at the same time the crime which has increased because of these people I stand against that too
Identity Attack0.023796257
Insult0.024382202
Profanity0.020510335
Threat0.008556974
Severe Toxicity0.0021839142
Low Tox 0.09394901 Constructive 0.618 Moral_Argument
Feb 15, 2026 Inside Canada's Indian Invasion...
In my opinion, the conduct of certain IRCC agents and management reflects a serious lack of competence and accountability. Their ongoing actions—or in some cases, inaction—may rise beyond mere administrative negligence and could reasonably be …
In my opinion, the conduct of certain IRCC agents and management reflects a serious lack of competence and accountability. Their ongoing actions—or in some cases, inaction—may rise beyond mere administrative negligence and could reasonably be viewed as violations of public trust. It’s my view that they should not only be subject to disciplinary review but also held legally accountable for any misconduct or breaches of duty that have harmed Canadian citizens.
Identity Attack0.009212466
Insult0.04969218
Profanity0.011150704
Threat0.0074824756
Severe Toxicity0.0017738342
Low Tox 0.0926474 Constructive 0.505 Policy_Critique
Oct 17, 2025 1 likes IRCC Names India in Study …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in an apartment is just extreme even for student housing. The crime rate dropped off massively we need to be careful about it increasing however more people equals more crime but equal or lower per capita crime rate. Poverty is always going to be poverty. The poverty issue is made worse because chornically unemployed pepole have seen their supports not keep up with inflation to the point its basically impossible to get housing on social safety net payments. This means that unemployed people basically end up homeless now. 7 m² per person for rooms with four or more occupants aged 18 or older. People should not just be packed into buildings that violate legal space and housing standards. The whole community IS government not a religious organization. This really frustrates me because the government should be insuring those standards are met not privatization of humanitarianism. Government should be humanitarian.
Identity Attack0.00984143
Insult0.033901088
Profanity0.021876704
Threat0.007935578
Severe Toxicity0.002336502
Low Tox 0.08716487 Constructive 0.802
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you …
Reduce pressure on housing”? Please. Three houses on my street are sitting empty, owned by wealthy people who don’t even live in Canada. That’s the reality on the ground. You can cut immigration all you want, and it still won’t fix the housing crisis. And let’s be precise: immigrants are not the same as migrants. Canada has high levels of legal, permanent immigration, but very little irregular or transient migration compared to other Western countries. The problem isn’t people needing homes. It’s homes being treated like safety-deposit boxes for the global rich. Empty houses, speculative ownership, and capital parked in real estate do far more damage than newcomers ever could. Blaming immigration is just a convenient distraction from the real issue: housing has been turned into an investment vehicle instead of a place to live.
Identity Attack0.035847444
Insult0.029604018
Profanity0.013576009
Threat0.007353018
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.615 Policy_Critique
Feb 11, 2026 7 likes Canada's tighter immigration policy divides …
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 …
Cleverly this videos talks about "how much" and not "how many" refugees get Social Assistance, then uses Vietnamese legal immigrants (the hardest working people in Canada) as an example of how quickly they become self-supporting. …
Cleverly this videos talks about "how much" and not "how many" refugees get Social Assistance, then uses Vietnamese legal immigrants (the hardest working people in Canada) as an example of how quickly they become self-supporting. The truth about refugees aftermath is that, the large majority of refugees in Canada coming originally from third world countries, live on Social Assistance for several years, some for life, knowing that the Canadian government will provide for them anything they need (Ironically there are very few statistics on this matter and no statistics at all since 2015, when the current government was elected).
Identity Attack0.04048799
Insult0.029053112
Profanity0.015625564
Threat0.006602164
Severe Toxicity0.0020503998
Low Tox 0.081625134 Constructive 0.635
Oct 15, 2019 2 likes How much do refugees and …
Make it legal for cops to ask for papers from non Canadians
Make it legal for cops to ask for papers from non Canadians
Identity Attack0.06431354
Insult0.018516673
Profanity0.012926984
Threat0.008065036
Severe Toxicity0.0020694733
Low Tox 0.08083374 Low Con 0.236
Sep 29, 2025 IRCC Names India in Study …

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.