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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: "There was not a need …" 2,035 comments · Page 53 of 82
Trump needs to realize this is a national security issue and arrest Carney.
Trump needs to realize this is a national security issue and arrest Carney.
Identity Attack0.005512681
Insult0.027605021
Profanity0.012517073
Threat0.06820184
Severe Toxicity0.002670288
Low Tox 0.11212669 Low Con 0.08 Fear_Threat
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Uh in a Gurudwara anybody can come and have a lunch for free so what's wrong with that on the other hand there's so many churches in india too and other things like shrines monestries …
Uh in a Gurudwara anybody can come and have a lunch for free so what's wrong with that on the other hand there's so many churches in india too and other things like shrines monestries and all what's wrong with that i am not a believer guy but those who believe they always need a place to feel like there's god or something like that i don't know how that work
Identity Attack0.068465814
Insult0.031146556
Profanity0.029186781
Threat0.0074954215
Severe Toxicity0.0034713745
Low Tox 0.11212669 Constructive 0.664 Moral_Argument
Feb 23, 2026 Inside Canada's Indian Invasion...
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.727
Aug 26, 2025 Why Canadians Are Turning Against …
As a Canadian I think they need get out or canada should get are own I.c.e
As a Canadian I think they need get out or canada should get are own I.c.e
Identity Attack0.06929302
Insult0.02618698
Profanity0.016957775
Threat0.01254427
Severe Toxicity0.0032424927
Low Tox 0.11202335 Moderate Con 0.309 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
So many pros and cons; a farming community of 18K and now a booming metropolis, is that a bad thing? Culturally ofcourse it doesn't represent the core of Canadian society, but sikhs were heavily discriminated …
So many pros and cons; a farming community of 18K and now a booming metropolis, is that a bad thing? Culturally ofcourse it doesn't represent the core of Canadian society, but sikhs were heavily discriminated against when they first arrived, so were forced to fend for themselves and build businesses, trade amongst their own kind. It is also a well known fact that sikhs regardless of their age or status, always work and sustain themselves, you will never see a sikh on welfare. The problem is the vast displacement many Canadians feel. The government needs to rethink their planning about this.
Identity Attack0.099899694
Insult0.036435258
Profanity0.01887069
Threat0.008039144
Severe Toxicity0.0031661987
Low Tox 0.11192002 Constructive 0.77
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
I don't believe we should take it out on the immigrants ...it's the government policy that needs to be changed
I don't believe we should take it out on the immigrants ...it's the government policy that needs to be changed
Identity Attack0.10221587
Insult0.020450363
Profanity0.016616182
Threat0.01187109
Severe Toxicity0.0032615662
Low Tox 0.11181668 Constructive 0.568 Moral_Argument
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
VERY VERY GOOD NEWS!!! Even if it cost 1 billion dollars- I will happily pay more taxes to make sure ALL illigals and expired permits are kicked out of this country. But that's not enough. …
VERY VERY GOOD NEWS!!! Even if it cost 1 billion dollars- I will happily pay more taxes to make sure ALL illigals and expired permits are kicked out of this country. But that's not enough. We need to TOTALLY BAN any permit issuance and renewal for at least 20-30 years. Just to give the country some breathing room. You can apply after 30 years. No issues.
Identity Attack0.056582913
Insult0.0314771
Profanity0.013507691
Threat0.013476364
Severe Toxicity0.0040245056
Low Tox 0.11181668 Constructive 0.636
Dec 23, 2025 2 likes Deportations From Canada at Their …
These colleges should be shut down, and the determined names should be sent out. Plus, I saw a house that has 12-15 people in it? Was that even possible? Some doesn’t speak English. It’s just …
These colleges should be shut down, and the determined names should be sent out. Plus, I saw a house that has 12-15 people in it? Was that even possible? Some doesn’t speak English. It’s just puzzling? How did they get here in the first place? Well in the first place? You need to have a good ielts score, money to provide for yourself? It’s just mind boggling that these are happening? Right under in the governments noses.
Identity Attack0.0075845607
Insult0.04207976
Profanity0.021876704
Threat0.009463178
Severe Toxicity0.0025177002
Low Tox 0.11171334 Moderate Con 0.484
Nov 8, 2025 1 likes IRCC Names India in Study …
Canada Border Security needs to be powered like ICE to root out n boot out the abusers of the so-called student permits .
Canada Border Security needs to be powered like ICE to root out n boot out the abusers of the so-called student permits .
Identity Attack0.016762028
Insult0.056133457
Profanity0.013063621
Threat0.021472665
Severe Toxicity0.0028800964
Low Tox 0.11171334 Low Con 0.275
Nov 5, 2025 IRCC Names India in Study …
Canada situation is not immigrant’s fault, this is government fault. Someone from a third world nation, will always try to find better opportunities in a different country and this is valid. The issue is that …
Canada situation is not immigrant’s fault, this is government fault. Someone from a third world nation, will always try to find better opportunities in a different country and this is valid. The issue is that Canadian Government needs to be strong enough and make revision to its immigration system; many people works years and years with no proper documentation, no declaring taxes because they are being paid in cash…not even speaking a basic English, however they have a life in Canada. It’s their fault? No, they just take advantage of a weak system. Is government fault? Sure.
Identity Attack0.06567776
Insult0.04149419
Profanity0.01627459
Threat0.0065633263
Severe Toxicity0.002708435
Low Tox 0.11161 Constructive 0.548 Policy_Critique
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Yeah, it's an infestation that needs to be dealt with
Yeah, it's an infestation that needs to be dealt with
Identity Attack0.006289636
Insult0.023995465
Profanity0.05243378
Threat0.011586283
Severe Toxicity0.0038528442
Low Tox 0.11161 Moderate Con 0.313 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada will need a Revolution, Canadians vs. Liberals, to fix this country.
Canada will need a Revolution, Canadians vs. Liberals, to fix this country.
Identity Attack0.07177465
Insult0.031036375
Profanity0.011816809
Threat0.011741633
Severe Toxicity0.003376007
Low Tox 0.11150667 Low Con 0.214 Call_To_Action
Jan 5, 2026 Migrants cross into Canada near …
They are literally flying in thousands of Gazans. You need to record it. They are coming from Sweden UK & Italy to Canada!
They are literally flying in thousands of Gazans. You need to record it. They are coming from Sweden UK & Italy to Canada!
Identity Attack0.10221587
Insult0.024897853
Profanity0.017709278
Threat0.012078222
Severe Toxicity0.00541687
Low Tox 0.11150667 Low Con 0.275
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, …
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, European culture became more prominent, but it was still a very different place from what we see today. Family values were strong, and who your family was often determined much of your future. Now, Canadian culture is changing once again. The arrival of Indian immigrants will inevitably influence Canadian culture, whether people like it or not. Some may try to resist—perhaps through a kind of “Trumpism”—but that will only provide temporary comfort. In the long run, Canadian culture will continue to evolve with the influx of newcomers. Today it is Indians; in the coming decades, it may be another nationality. The key point is to embrace change—and perhaps change ourselves in the process. For example, the rise in homelessness is tied more to social and economic issues than to immigration. Family structures among white Canadians are becoming less central in people’s lives, and religion is also losing influence. Parenting values are often shaped by fleeting psychology trends and “helicopter parenting,” leaving many children without the strong foundation they need. Perhaps there is something to learn from Indian immigrants about building families, fostering strong connections, and strengthening community ties. Thank you.
Identity Attack0.10221587
Insult0.031697463
Profanity0.015693882
Threat0.007314181
Severe Toxicity0.0031280518
Low Tox 0.11140333 Constructive 0.718 Moral_Argument
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
They came here to study . They need to go back. Canadians needs those jobs
They came here to study . They need to go back. Canadians needs those jobs
Identity Attack0.083355546
Insult0.029383656
Profanity0.012517073
Threat0.0074306927
Severe Toxicity0.0029182434
Low Tox 0.11140333 Low Con 0.28 Economic_Argument
Nov 25, 2025 Quebec Ends Economic Immigration Program …
there are currently 500,000 expired 'temporary' visa holders in Canada. We need to round them up and send them home.
there are currently 500,000 expired 'temporary' visa holders in Canada. We need to round them up and send them home.
Identity Attack0.040745795
Insult0.032689095
Profanity0.012073003
Threat0.01698343
Severe Toxicity0.0037384033
Low Tox 0.11140333 Moderate Con 0.42 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent from Europe and Asia as well. But the USA doesn’t want this to happen, so these propaganda channels are becoming active. Look at the timing of this video. Keep in mind that the most brilliant minds from Asia, Europe, and even your own country are working for Canada that’s why companies are recruiting them so assuming they have no civic sense doesn't make sense . At the same time, you must be able to identify the moles among them. Trudeau has already given authority to an alleged Indian terrorist within his regime. A wise decision is needed for your country's growth
Identity Attack0.050671257
Insult0.039444692
Profanity0.019143965
Threat0.0074306927
Severe Toxicity0.002861023
Low Tox 0.11129999 Constructive 0.531 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I don't think people in general have issues with people coming, it's the rate in which the government is allowing it to happen. When you think about it, this is treasonous to the people of …
I don't think people in general have issues with people coming, it's the rate in which the government is allowing it to happen. When you think about it, this is treasonous to the people of Canada. You need to assimulate different cultures over time, not all at once. It's delusional and will lead to major problems.
Identity Attack0.020580608
Insult0.053791173
Profanity0.016069634
Threat0.007870848
Severe Toxicity0.0018310547
Low Tox 0.11129999 Constructive 0.62
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
We need a total immigration moratorium for a few years.
We need a total immigration moratorium for a few years.
Identity Attack0.06431354
Insult0.021352753
Profanity0.013610168
Threat0.009230154
Severe Toxicity0.0033569336
Low Tox 0.11119666 Low Con 0.28 Call_To_Action
Feb 26, 2026 36 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I am an immigrant came to Canada in 2014. The immigration system in Canada right now is not let every body in this country, is only allowed low/non skills workers and fraud applications in. I …
I am an immigrant came to Canada in 2014. The immigration system in Canada right now is not let every body in this country, is only allowed low/non skills workers and fraud applications in. I have a friend from China who got a bachelor degree from university of Waterloo and worked at downtown Toronto as a finance person for $500k per year which is extreme high in Canada. But he could not get his permanent resident because he is not what Canada needs as the immigration system. But immigration system is giving lots of pathway on low skills workers who can bring his/her whole families inside the country. These low skills workers need to find employers to do many complicated admin works for the application. In reality, no employers are willing to do such a complicated admin works for a minimum wages worker. So these people are paying the the employers to do the admin works without a single day working. Once they get the permanent residency, they just stay in Canada without working, paying taxes or try to become a Canadian. But for these people who have a high-pay job with high degrees, Canada is kicking them out of this country.
Identity Attack0.055218685
Insult0.047349896
Profanity0.017572641
Threat0.0071847234
Severe Toxicity0.002670288
Low Tox 0.11109332 Constructive 0.71
Sep 21, 2025 32 likes Inside Canada's Indian Metropolis (Brampton)
WE NEED THEM GONE
WE NEED THEM GONE
Identity Attack0.012641981
Insult0.022384055
Profanity0.030639706
Threat0.049128212
Severe Toxicity0.0062942505
Low Tox 0.11098998 Low Con 0.222 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They need Indians to get Canada grown..... Indians have contributed greatly to the development of Canada....
They need Indians to get Canada grown..... Indians have contributed greatly to the development of Canada....
Identity Attack0.10221587
Insult0.022448512
Profanity0.01490822
Threat0.0069646453
Severe Toxicity0.002822876
Low Tox 0.11088664 Moderate Con 0.36 Solidarity
Feb 21, 2026 Inside Canada's Indian Invasion...
Investigate India and the embassy. If, in Hardeep Singh Nijjar’s case, the Canadian government is willing to withhold “sensitive” information from the trial, then it is not being transparent, and this will lead to misinformation …
Investigate India and the embassy. If, in Hardeep Singh Nijjar’s case, the Canadian government is willing to withhold “sensitive” information from the trial, then it is not being transparent, and this will lead to misinformation and injustice. Sikhs know for a fact that the Indian government is fully involved, as the RCMP found in their investigation on transnational repression and extortion cases. But the biggest piece of evidence is just south of the border with Nikhil Gupta’s case. Mr. Gupta pleaded guilty to trying to hire a US undercover cop to assassinate Gurpatwant Singh Pannu, who is a human rights activist and lawyer who is spearheading the Khalistan movement. He showed the undercover cop photos of Hardeep Singh Nijjar’s body and said we just finished this job, and when you complete your job, we have a long list of others we need dead. Nikhil Gupta had placed a call with Indian RAW agents, who are named as C1 and C2, who said they will pay $100,000 for each hit. We have Sikh activists who have repeatedly told the media they have been hit on their heads, including Jagmeet Singh, the former leader of the NDP. If Canada refuses to take this seriously, the government officials are being traitors to their own country. Canada is now doing a disservice by withholding information from Canadians, and did so before, during the inquiry into the Air India incident, when the government asked the courts not to include it in their investigation of any Indian involvement. A Canadian- Norwegian spy who said India tried to hire him to place explosives in one of the planes. He warned our government, and they knew about this and still covered it up! Now, the government is doing the same to secure business deals with India. Like India has nothing to offer Canada except labour (with their billion population), and we Canadians cannot find jobs and don't need unskilled workers from India when we can educate our citizens and give them jobs here. There must be a full, transparent investigation into India and its embassy and agents.
Identity Attack0.06795148
Insult0.038566336
Profanity0.016616182
Threat0.010343489
Severe Toxicity0.0028038025
Low Tox 0.11067997 Constructive 0.743 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
We need ICE here to send em home
We need ICE here to send em home
Identity Attack0.011099357
Insult0.025800243
Profanity0.0166845
Threat0.048158366
Severe Toxicity0.005493164
Low Tox 0.11067997 Low Con 0.236 Call_To_Action
Sep 20, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)

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.